{ "schema_version": "1.0", "status": "draft_for_user_review", "language": "en", "image_path_root": "benchmark/data", "personas": [ { "persona_id": "persona_001", "tasks": [ { "task_id": "T01", "title_zh": "代步自行车停在码头老位置", "image_path": "images/persona_001/T01_imgedit_49.jpg", "image_sha256": "9de74922ce534cb8c96783970bbfcc5bc74f57e3199c4dcb88bd76dffcd17fde", "width": 1024, "height": 1024, "instruction": "Add a black step-through city bicycle with a brown front basket on the left side of the wooden dock, leaning against the nearest left post.", "instruction_zh_review": "在木码头左侧加一辆黑色低跨车架、带棕色前篮的城市自行车，靠在最近的左侧木桩上。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "49", "original_image_path": "for_add/000032566.jpg", "original_instruction": "Add a bicycle leaning against the pier in the foreground, positioned near the left side of the dock.", "native_label": "add", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "instantiate_arguments", "reason_zh": "保留原本的“码头左侧加自行车”；具体到同一辆代步自行车和可见木桩，未增加操作。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P01", "type": "Entity", "role": "reference_entity", "resolved_value": { "entity_id": "E_BIKE", "description": "black step-through bicycle with brown front basket" }, "personalization_required": true, "knowledge_refs": [ "E_BIKE" ], "personalized_surface": "my errand bike", "entity_category": "Bicycle", "entity_kind": "Personalized Entity" }, { "argument_id": "P02", "type": "Placement", "role": "destination", "resolved_value": { "relation": "leaning_against", "anchor": "nearest left dock post", "support": "wooden dock planks, inside the left edge" }, "personalization_required": true, "knowledge_refs": [ "S_DOCK_PARK" ], "personalized_surface": "where I usually leave it on the dock" } ], "operation_id": "T01.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通码头出游场景；自行车是本组按需要补充的短途用车，不把基本简介的旧Chevy替换成自行车。", "visual_review": { "status": "source_visually_checked_draft", "destination_clear": true, "check": "Keep wheels on planks inside the dock; bicycle must not float beside the kayaks." }, "preservation_constraints": [ "Keep kayaks, ropes, water and existing dock posts unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T02", "title_zh": "代步自行车车架换色", "image_path": "images/persona_001/T02_imgedit_1103.jpg", "image_sha256": "0f9d5cb8170f72754de9e53592614a42cbb3c53f832ec0950650768677f00c1c", "width": 1024, "height": 1024, "instruction": "Change the black bicycle's frame color to red.", "instruction_zh_review": "把黑色自行车的车架改成红色。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1103", "original_image_path": "transport/000370777.jpg", "original_instruction": "Change the bicycle's color to red.", "native_label": "adjust", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_scope", "reason_zh": "原命令将自行车改红；明确车架，保留轮胎、车篮等非车架部分。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P03", "type": "Entity", "role": "target_entity", "resolved_value": "E_BIKE", "personalization_required": true, "knowledge_refs": [ "E_BIKE" ], "personalized_surface": "my errand bike", "entity_category": "Bicycle", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.03, 0.12, 0.99, 0.99 ] } }, { "argument_id": "P04", "type": "Attribute", "role": "result_attribute", "resolved_value": { "frame_color": "red" }, "personalization_required": true, "knowledge_refs": [ "A_BIKE_FRAME_COLOR" ], "personalized_surface": "my favorite frame color" } ], "operation_id": "T02.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "车架颜色是任务后补充的自行车类别偏好，不从修汽车的爱好推断具体颜色。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 1, "identity_shortcut": "Only one bicycle; preference still needs retrieval." }, "preservation_constraints": [ "Keep basket, saddle, tires, rack, frame shape and wall unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T03", "title_zh": "只留Kara，背景稍提亮", "image_path": "images/persona_001/T03_imgedit_1151.jpg", "image_sha256": "94ff121a0c7be1b54a7f0e4d58ea7f611bbd4ceec87c7263973c71018231714b", "width": 1280, "height": 720, "instruction": "Remove the blonde woman on the left. Slightly lift the darker curtain background toward soft daylight brightness while retaining window highlights.", "instruction_zh_review": "移除左侧金发女子；将较暗的窗帘背景略微提亮为柔和的日光观感，保留窗边亮部细节。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1151", "original_image_path": "compose/human/2.jpg", "original_instruction": "Remove the person on the left side of the image, and adjust the brightness of the background to make it appear lighter.", "native_label": "compose", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_scope_and_strength", "reason_zh": "保留原始删除左人和提亮背景两项意图；具体化轻度提亮。个性化版本以保留者取补集，不把被删者写成用户讨厌的人。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P05", "type": "Entity", "role": "target_entity", "resolved_value": { "selection": "all_visible_people_except", "keep": "E_KARA", "remove": "left_blonde_woman" }, "personalization_required": true, "knowledge_refs": [ "E_KARA" ], "personalized_surface": "Just keep Kara", "entity_category": "Person", "entity_kind": "General Entity set", "visual_grounding": { "remove_bbox": [ 0, 0.04, 0.42, 0.97 ], "keep_bbox": [ 0.5, 0.06, 0.93, 0.85 ] }, "resolution_method": "visible_person_set_minus_personalized_keep_entity" } ], "operation_id": "T03.O1" }, { "operation": "Background", "arguments": [ { "argument_id": "P06", "type": "Attribute", "role": "result_attribute", "resolved_value": { "strength": "slight_lift_of_darker_background_midtones", "appearance": "soft_natural_daylight", "highlights": "retain_window_detail" }, "personalization_required": true, "knowledge_refs": [ "G_PORTRAIT_BACKGROUND_LIGHT" ], "personalized_surface": "the brightness I like" } ], "operation_id": "T03.O2" } ], "atomic_operation_count": 2, "matching_notes_zh": "Kara Beeson已在V3社交名单中；本轮为她建立视觉关联，图中两位人物提供身份选择。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 2, "identity_shortcut": null, "check": "Remove only the left woman; Kara remains identifiable on the right. Gray curtain midtones permit a slight lift." }, "preservation_constraints": [ "Preserve Kara, both yoga mats, curtain structure and floor; fill the removed person region naturally.", "Do not brighten Kara or clip the already bright windows." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T04", "title_zh": "阅读角换书架和花材", "image_path": "images/persona_001/T04_imgedit_629.jpg", "image_sha256": "080917d41b08111af385925a3d445643b75af877b3a77510cff5ba70a615ffda", "width": 1024, "height": 1024, "instruction": "Replace the green armchair with a wooden bookshelf. Replace the cut flowers in the vase on the left side table with tulips.", "instruction_zh_review": "把绿色扶手椅换成木质书架；把左侧小桌花瓶里的切花换成郁金香。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "629", "original_image_path": "daily object/000278574.jpg", "original_instruction": "Replace the green armchair in the image with a wooden bookshelf.", "native_label": "replace", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "attribute_diversity_extension", "reason_zh": "保留原始扶手椅→木书架，增加一项常见花材品种替换，补充颜色以外的参数。原花束部分在画面左缘，保留其裁切关系和花瓶。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P07", "type": "Entity", "role": "target_entity", "resolved_value": "E_CHAIR", "personalization_required": true, "knowledge_refs": [ "E_CHAIR" ], "personalized_surface": "my old reading chair", "entity_category": "Armchair", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.18, 0.07, 0.99, 0.99 ] } }, { "argument_id": "P08", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Bookshelf", "material": "wood" }, "personalization_required": true, "knowledge_refs": [ "A_BOOKCASE_MATERIAL" ], "personalized_surface": "the kind of bookcase I go for", "entity_category": "Bookshelf", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_attribute_preference" } ], "operation_id": "T04.O1" }, { "operation": "Replace", "arguments": [ { "argument_id": "P09", "type": "Entity", "role": "target_entity", "resolved_value": "flowers_in_left_table_vase", "personalization_required": true, "knowledge_refs": [ "F_BIRTHDAY_FLOWERS" ], "personalized_surface": "the birthday flowers", "entity_category": "Flower", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0.35, 0.11, 0.49 ] }, "resolution_method": "general_entity_plus_contextual_fact" }, { "argument_id": "P10", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Flower", "variety": "tulip" }, "personalization_required": true, "knowledge_refs": [ "A_FLOWER_VARIETY" ], "personalized_surface": "my favorite kind", "entity_category": "Flower", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_attribute_preference" } ], "operation_id": "T04.O2" } ], "atomic_operation_count": 2, "matching_notes_zh": "普通居家调整；不声称基本人物已有阅读或软装专门爱好。生日花束事实和花材偏好按任务需要补充。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 1, "identity_shortcut": "Single armchair; bouquet is partially cropped.", "follow_up": "Review whether the small left-edge bouquet is large enough for reliable variety scoring." }, "preservation_constraints": [ "Keep side table, vase, candle, wall and floor unchanged.", "Fit the bookshelf into the removed chair area; do not use the side table as extra space." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T05", "title_zh": "野餐刀放到吃饭习惯的位置", "image_path": "images/persona_001/T05_complex_52.jpg", "image_sha256": "ac4bc75a3da6ccbf023aa0172f090dd492e3337d6be1c62d5fcd78122612ac29", "width": 500, "height": 500, "instruction": "Move the green-handled knife to the opposite side of the sandwich, on the white wrapping paper behind the sandwich.", "instruction_zh_review": "把绿柄刀移到三明治另一侧，放在三明治后方的白色包装纸上。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "52", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "original_instruction": "Move the knife to the opposite side of the sandwich.", "native_label": "Move an Object", "selected_sequence_indices_zero_based": [ 5 ], "preceding_steps_applied": false, "dependency_review": "Knife and sandwich both exist in original image. The move needs none of the preceding duplicate/add/background edits.", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91" }, "rewrite": { "kind": "ground_destination", "reason_zh": "保留原始“刀移到三明治对侧”；明确为可见白色包装纸的后侧空区。该原子步骤无需应用前面的新增或背景操作。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Move", "arguments": [ { "argument_id": "P11", "type": "Entity", "role": "target_entity", "resolved_value": "green_handled_serrated_knife", "personalization_required": true, "knowledge_refs": [ "F_BORROWED_KNIFE" ], "personalized_surface": "the borrowed knife", "entity_category": "Knife", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.27, 0.6, 1.0, 0.82 ] }, "resolution_method": "general_entity_plus_contextual_fact" }, { "argument_id": "P12", "type": "Placement", "role": "destination", "resolved_value": { "relation": "behind", "anchor": "sandwich", "support": "white wrapping paper on the far side of the sandwich" }, "personalization_required": true, "knowledge_refs": [ "S_SANDWICH_KNIFE" ], "personalized_surface": "where I usually leave one while I'm eating a sandwich" } ], "operation_id": "T05.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通野餐场景。借用事实在选图后补充，不新增私人刀具收藏。", "visual_review": { "status": "source_visually_checked_draft", "destination_clear": true, "check": "Use far-side white wrapper above the sandwich, applying natural depth perspective; do not place the knife on food or beyond the image." }, "preservation_constraints": [ "Keep sandwich, wrapper and table surface unchanged; repair only the vacated knife region." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T06", "title_zh": "随行杯材质预览", "image_path": "images/persona_001/T06_gedit_197.jpg", "image_sha256": "e9817d11e3c206de23ca6c8316d2836dd61d51d6c4702f48d138f06ae4f80c8c", "width": 384, "height": 640, "instruction": "Change the body material of the pale cream travel cup held in the hand to ceramic.", "instruction_zh_review": "把手中淡奶油色随行杯的杯身材质改成陶瓷。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "197", "source_key": "0cf6ae6de96b2d07c717f8c3bf9517fa", "original_instruction": "把手中的水杯换成陶瓷材质", "native_label": "material_alter", "source_instruction_language": "cn", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f" }, "rewrite": { "kind": "clarify_identity_and_scope", "reason_zh": "保留原始陶瓷材质任务，补充目标定位并限定杯身。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P13", "type": "Entity", "role": "target_entity", "resolved_value": "E_CUP", "personalization_required": true, "knowledge_refs": [ "E_CUP" ], "personalized_surface": "my travel cup", "entity_category": "TravelCup", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.47, 0.31, 0.88, 0.57 ] } }, { "argument_id": "P14", "type": "Attribute", "role": "result_attribute", "resolved_value": { "body_material": "ceramic" }, "personalization_required": true, "knowledge_refs": [ "A_CUP_MATERIAL" ], "personalized_surface": "the material I normally pick" } ], "operation_id": "T06.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "随行杯属于本轮需要的个人物品；陶瓷材质偏好在匹配后补充，不从职业推断。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 1, "identity_shortcut": "Only one cup; avoid treating the holder as the user." }, "preservation_constraints": [ "Keep cup color, round mark, shape, upper rim, hand, person and background unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T07", "title_zh": "聚合式人像请求", "image_path": "images/persona_001/T07_gedit_381.jpg", "image_sha256": "4c16c45ce2299d33f1a2b73f68fc7104ebc3c995a1ab31c417a60a1a0837ef87", "width": 480, "height": 576, "instruction": "Retouch the man's face to subtly even the skin tone and gently soften under-eye shadows, retaining natural skin texture.", "instruction_zh_review": "轻微均匀男子面部肤色、柔化眼下阴影，并保留自然肤质。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "381", "source_key": "4b7e3f9099377e3823c1c3e0d924883a", "original_instruction": "把我变帅", "native_label": "ps_human", "source_instruction_language": "cn", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f" }, "rewrite": { "kind": "resolve_underspecified_beautification", "reason_zh": "原始“把我变帅”没有明确评价目标；将它具体化为轻度面部修饰，不改五官。个性化命令聚合三项类别偏好，但底层仍为1项Retouch。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Retouch", "arguments": [ { "argument_id": "P15", "type": "Entity", "role": "target_entity", "resolved_value": "E_KHAI.face", "personalization_required": true, "knowledge_refs": [ "E_KHAI" ], "personalized_surface": "Khai's face", "entity_category": "PortraitFace", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.17, 0.24, 0.92, 0.91 ] } }, { "argument_id": "P16", "type": "Attribute", "role": "result_attribute", "resolved_value": { "skin_tone_evenness": "subtly_even" }, "personalization_required": true, "knowledge_refs": [ "A_FACE_TONE" ], "personalized_surface": "Freshen up ... a bit" }, { "argument_id": "P17", "type": "Attribute", "role": "result_attribute", "resolved_value": { "under_eye_shadow": "gently_softened" }, "personalization_required": true, "knowledge_refs": [ "A_FACE_SHADOW" ], "personalized_surface": "Freshen up ... a bit" }, { "argument_id": "P18", "type": "Attribute", "role": "result_attribute", "resolved_value": { "skin_texture": "retain_natural_texture" }, "personalization_required": true, "knowledge_refs": [ "A_FACE_TEXTURE" ], "personalized_surface": "Freshen up ... a bit" } ], "operation_id": "T07.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "Khai Tran已在V3社交名单中；本轮建立视觉关联。轻度人像属性偏好仍需未来日常历史支撑。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 1, "identity_shortcut": "Single face; identity discrimination is easy.", "follow_up": "Confirm that the three preference fragments uniquely support this brief expansion; natural histories are still pending." }, "preservation_constraints": [ "Preserve facial geometry, expression, age, hair, clothes, person identity and background.", "Use a subtle strength without inventing an exact numerical setting." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T08", "title_zh": "风景变成收藏的画风", "image_path": "images/persona_001/T08_imgedit_696.jpg", "image_sha256": "639c8567e4938ad6a673fafa54b836c3c3948ae3080d587c887a31b64f9433e7", "width": 1024, "height": 1024, "instruction": "Transfer the landscape into a loose, flowing watercolor-wash style.", "instruction_zh_review": "把风景转换成松散、流动的水彩晕染画风。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "696", "original_image_path": "style/000308113.jpg", "original_instruction": "Transfer the image into a loose, flowing watercolor-wash style.", "native_label": "style", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原画风和整图操作，仅明确图片为风景；个性化改写不计作base DIY。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Restyle", "arguments": [ { "argument_id": "P19", "type": "Attribute", "role": "result_attribute", "resolved_value": { "rendering_style": "loose_flowing_watercolor_wash" }, "personalization_required": true, "knowledge_refs": [ "G_LANDSCAPE_STYLE" ], "personalized_surface": "that painting style I keep saving" } ], "operation_id": "T08.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "水彩画风是按该任务补充的风景画偏好，不把基础人物的其他兴趣变成画风依据。", "visual_review": { "status": "source_visually_checked_draft", "check": "Whole-frame style conversion; preserve lake, tree, mountains and composition." }, "preservation_constraints": [ "Keep unrelated scene content unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T09", "title_zh": "咖啡照片换背景台面", "image_path": "images/persona_001/T09_imgedit_292.jpg", "image_sha256": "4e6fe761d15324c0a85a5328614a81984ad70dfaaebba3d3c51f350a0fdd5630", "width": 1024, "height": 1024, "instruction": "Replace the whitewashed wood-plank surface behind the coffee with a marble countertop.", "instruction_zh_review": "把咖啡照片的白色木板背景换成大理石台面。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "292", "original_image_path": "daily object/000128286.jpg", "original_instruction": "Change the wooden surface background in the picture to a marble countertop.", "native_label": "background", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留木表面→大理石台面的原始任务，补充当前白色木板的可见描述。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Background", "arguments": [ { "argument_id": "P20", "type": "Entity", "role": "target_entity", "resolved_value": { "category": "CoffeePhotoBackdrop", "surface_type": "whitewashed_wood_planks" }, "personalization_required": true, "knowledge_refs": [ "A_COFFEE_BACKDROP_AVOID" ], "personalized_surface": "the backdrop I don't like", "entity_category": "CoffeePhotoBackdrop", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_attribute_preference" }, { "argument_id": "P21", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "CoffeePhotoBackdrop", "surface_type": "marble_countertop" }, "personalization_required": true, "knowledge_refs": [ "A_COFFEE_BACKDROP_PICK" ], "personalized_surface": "the surface I always pick for coffee shots", "entity_category": "CoffeePhotoBackdrop", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_attribute_preference" } ], "operation_id": "T09.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "咖啡静物照是普通生活需求；台面材质偏好按任务补充，只适用于该场景。", "visual_review": { "status": "source_visually_checked_draft", "check": "Tabletop occupies the background. Preserve the cup, handle, coffee and heart-shaped arrangement of beans." }, "preservation_constraints": [ "Keep unrelated scene content unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T10", "title_zh": "清理已完成事项的提醒", "image_path": "images/persona_001/T10_gedit_806.jpg", "image_sha256": "ccbd9caa0140f4e591d51cd3177eaa565b25dabb502649e6bf9f18dedc01488f", "width": 608, "height": 448, "instruction": "Remove the two upright yellow reminder notes leaning against the bottom of the monitor. Keep all notes lying flat on the desk.", "instruction_zh_review": "移除靠在显示器下沿竖放的两张黄色提醒纸，保留桌面上平铺的便签。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "806", "source_key": "f5d8129b33eaf3adcaad19ba2d471529", "original_instruction": "Remove the sticky notes next to the monitor.", "native_label": "subject-remove", "source_instruction_language": "en", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f" }, "rewrite": { "kind": "narrow_target_set", "reason_zh": "原始删除显示器附近便签；只删竖放的两张，保留桌面平铺者。农场回访完成、规划会议待办这两个事实实际影响删除集合。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P22", "type": "Entity", "role": "target_entity", "resolved_value": { "selection": "completed_reminders", "instances": "two_upright_yellow_monitor_notes" }, "personalization_required": true, "knowledge_refs": [ "F_DONE_REMINDERS", "F_PENDING_REMINDERS" ], "personalized_surface": "the reminders I've already dealt with", "entity_category": "StickyNote", "entity_kind": "General Entity set", "visual_grounding": { "remove_regions": [ [ 0.24, 0.23, 0.47, 0.48 ], [ 0.51, 0.27, 0.61, 0.46 ] ], "preserve_region": [ 0.18, 0.48, 0.77, 0.73 ] }, "resolution_method": "general_entity_plus_contextual_fact" } ], "operation_id": "T10.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "农业规划工作只提供轻量背景；已完成的回访与待办的土地规划会议，在匹配便签图后才按需要补充。", "visual_review": { "status": "source_visually_checked_draft", "same_category_candidates": 6, "identity_shortcut": null, "check": "Two upright notes are deleted and flat desk notes remain. Completion status comes from profile facts, not inference from handwriting." }, "preservation_constraints": [ "Keep monitor, displayed spreadsheet, flat desk notes, keyboard, papers and cables unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" } ] }, { "persona_id": "persona_002", "tasks": [ { "task_id": "T01", "title_zh": "洗手液放回洗手顺手的位置", "image_path": "images/persona_002/T01_complex_4.jpg", "image_sha256": "53723f4d363744d8582740b736011c4325af7e35861ac3136b8c8b484782623f", "width": 500, "height": 500, "instruction": "Add a small matte-ceramic pump soap dispenser on the free counter strip to the right of the sink basin.", "instruction_zh_review": "在水槽右侧空台面加一个小号哑光陶瓷泵头皂液器。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "4", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Introduce a soap dispenser onto the sink counter.", "native_label": [ "Add an Object" ], "selected_sequence_indices_zero_based": [ 3 ], "original_sequence": [ { "name": "Add an Object", "instruction": "Place a bouquet of flowers near the sink." }, { "name": "Replace an Object", "instruction": "Replace the bathroom light with a decorative chandelier." }, { "name": "Change Background", "instruction": "Replace the plain wall with patterned ceramic tiles." }, { "name": "Add an Object", "instruction": "Introduce a soap dispenser onto the sink counter." }, { "name": "Change Texture", "instruction": "Update the mirror border to a golden frame." }, { "name": "Add Text", "instruction": "Add small instructions near the towel rack." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm lighting filter." }, { "name": "Resize an Object", "instruction": "Slightly enlarge the visible imaging mirror to enhance reflections." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "instantiate_arguments", "reason_zh": "保留加皂液器的原意，明确材质和右侧可用台面；不执行原序列其他步骤。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P01", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "SoapDispenser", "body_material": "matte_ceramic" }, "personalization_required": true, "knowledge_refs": [ "A_SOAP_BODY" ], "personalized_surface": "the kind of soap pump I usually buy", "entity_category": "SoapDispenser", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P02", "type": "Placement", "role": "destination", "resolved_value": { "relation": "right_of", "anchor": "sink basin", "support": "free right-hand counter strip" }, "personalization_required": true, "knowledge_refs": [ "S_SOAP_HANDWASH" ], "personalized_surface": "where I keep the hand soap" } ], "operation_id": "T01.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通家庭洗手场景，非职业强匹配。", "visual_review": { "status": "source_visually_checked_draft", "check": "Use a small footprint on the counter; do not put the dispenser in the basin or replace existing bottles." }, "preservation_constraints": [ "Keep basin, mirror, towel, taps and existing bottles unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T02", "title_zh": "牙刷杯移到方便冲洗处", "image_path": "images/persona_002/T02_complex_38.jpg", "image_sha256": "a9850bef99959221709845689cf21792bfb7f01369a4555a91e379b934dcc1d6", "width": 500, "height": 500, "instruction": "Move the clear glass holding toothbrushes closer to the right-hand faucet, on the counter to its right and left of the loose eyeglasses.", "instruction_zh_review": "把装牙刷的透明杯移近右边的水龙头，放在它右侧、散放眼镜左侧的台面。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "38", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Shift the glass holding the toothbrushes closer to the sink faucet.", "native_label": [ "Move an Object" ], "selected_sequence_indices_zero_based": [ 3 ], "original_sequence": [ { "name": "Change Color", "instruction": "Make the toothbrush handles a uniform blue." }, { "name": "Remove an Object", "instruction": "Remove the eyeglasses from the sink counter." }, { "name": "Add an Object", "instruction": "Add a vibrant flower vase to the right side of the counter." }, { "name": "Move an Object", "instruction": "Shift the glass holding the toothbrushes closer to the sink faucet." }, { "name": "Adjust Lighting", "instruction": "Make the scene's lighting softer." }, { "name": "Crop Image", "instruction": "Crop out the upper cabinet." }, { "name": "Change Background", "instruction": "Change the tile pattern behind to a smooth pale gray background." }, { "name": "Add Special Effects", "instruction": "Add light reflections on the faucet and glass." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_destination", "reason_zh": "保留靠近水龙头；杯子和龙头在原图已存在，不依赖前序牙刷换色或加花。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Move", "arguments": [ { "argument_id": "P03", "type": "Entity", "role": "target_entity", "resolved_value": "E_BRUSH_CUP", "personalization_required": true, "knowledge_refs": [ "E_BRUSH_CUP" ], "personalized_surface": "our toothbrush glass", "entity_category": "ToothbrushCup", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.61, 0.24, 0.91, 0.66 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P04", "type": "Placement", "role": "destination", "resolved_value": { "relation": "beside", "anchor": "right-hand sink faucet", "support": "counter immediately right of the faucet, left of the loose eyeglasses" }, "personalization_required": true, "knowledge_refs": [ "S_BRUSH_RINSE" ], "personalized_surface": "where we keep it for rinsing" } ], "operation_id": "T02.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "家用小物弱匹配；不声称图中整套浴室归她所有。", "visual_review": { "status": "source_visually_checked_draft", "check": "Move the toothbrush glass as a unit; keep the loose glasses and toothbrush handle colors unchanged." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T03", "title_zh": "晚餐主菜换成常选的辣蔬菜锅", "image_path": "images/persona_002/T03_gedit_903.jpg", "image_sha256": "90cbe0a2bb85559ce3ed55e4494f7c6f88298f28e3bb8e62143cb4d19984bc5d", "width": 512, "height": 512, "instruction": "Replace the plated meat serving with a compact bowl of spicy vegetable hotpot.", "instruction_zh_review": "把盘中的肉类主菜换成一小碗辣蔬菜火锅。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "903", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "50bf17e2335463ccb3511f5164ed1af0", "original_instruction": "Replace the food in the pot with spicy hot pot.", "native_label": "subject-replace", "source_instruction_language": "en" }, "rewrite": { "kind": "repair_visible_target_and_instantiate_recipe", "reason_zh": "原指令误称锅中食物，图中实际为盘装肉类主菜；保留换辣火锅意图，按图修正目标并具体到蔬菜锅。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P05", "type": "Entity", "role": "target_entity", "resolved_value": "plated_meat_serving", "personalization_required": true, "knowledge_refs": [ "F_DINNER_TRIAL" ], "personalized_surface": "the dinner idea I dropped", "entity_category": "FoodServing", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.12, 0.27, 0.89, 0.83 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P06", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Hotpot", "recipe": "spicy_vegetable_hotpot" }, "personalization_required": true, "knowledge_refs": [ "A_HOTPOT" ], "personalized_surface": "my usual hotpot", "entity_category": "Hotpot", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T03.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础简介有偏辣的家庭晚餐；具体蔬菜锅选择按任务补充，不从饮食简介推出唯一菜谱。", "visual_review": { "status": "source_visually_checked_draft", "check": "The original is a low plate, not a cooking pot; replacement includes one compact hotpot bowl, with table setting retained." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T04", "title_zh": "清理归还的礼袋，Zoe的裙子换色", "image_path": "images/persona_002/T04_imgedit_1147.jpg", "image_sha256": "2af91077805d33222d6ec0dfed7ab0b46393627663b39c0a40e45879ebfa9a1f", "width": 1280, "height": 720, "instruction": "Remove the red dotted gift bag held by the middle woman. Change only the right woman's red dress to blue.", "instruction_zh_review": "移除中间女子手里的红色点纹礼袋；把右侧女子的红裙改蓝。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1147", "original_image_path": "compose/human/12.jpg", "original_instruction": "Remove the red gift bag from the image, and adjust the color of the woman's red dress to blue.", "native_label": "compose", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_scope", "reason_zh": "原样保留删除礼袋和红裙改蓝；三人中的右侧人物关联V3已有朋友Zoe。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P07", "type": "Entity", "role": "target_entity", "resolved_value": "red_dotted_gift_bag", "personalization_required": true, "knowledge_refs": [ "F_RETURNED_BAG" ], "personalized_surface": "the gift bag I returned", "entity_category": "GiftBag", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.34, 0.62, 0.54, 0.91 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T04.O1" }, { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P08", "type": "Entity", "role": "target_entity", "resolved_value": { "entity_id": "E_ZOE", "part": "dress" }, "personalization_required": true, "knowledge_refs": [ "E_ZOE" ], "personalized_surface": "Zoe's dress", "entity_category": "Dress", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.64, 0.56, 0.98, 1 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P09", "type": "Attribute", "role": "result_attribute", "resolved_value": { "color": "blue" }, "personalization_required": true, "knowledge_refs": [ "A_PARTY_DRESS_COLOR" ], "personalized_surface": "the color I usually go for" } ], "operation_id": "T04.O2" } ], "atomic_operation_count": 2, "matching_notes_zh": "Zoe Baba来自基础社交名单；视觉关联按任务补充，不从姓氏推断相貌或国籍。", "visual_review": { "status": "source_visually_checked_draft", "check": "Three people remain. Delete the bag only, preserving the holding hands and all cupcakes. Change only the right dress." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T05", "title_zh": "双层床照片换儿童房背景", "image_path": "images/persona_002/T05_imgedit_294.jpg", "image_sha256": "5152ba67c7116d45ba14045a0a113e3581a472ab9517124d9523957502b77fbe", "width": 1024, "height": 1024, "instruction": "Change the background around the wooden bunk bed to a children's room with a colorful wall mural and a rug.", "instruction_zh_review": "保留木质双层床，把周围背景换成带彩色壁画和地毯的儿童房。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "294", "original_image_path": "daily object/000240448.jpg", "original_instruction": "Change the indoor showroom environment in the picture to a cozy children's bedroom with colorful wall murals and plush carpets.", "native_label": "background", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原始儿童房背景意图；床是保留区域，不额外登记为个人床。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Background", "arguments": [ { "argument_id": "P10", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "BedroomBackdrop", "decor": "children_room_with_colorful_wall_mural_and_rug" }, "personalization_required": true, "knowledge_refs": [ "A_CHILD_ROOM" ], "personalized_surface": "the kids' room backdrop from my inspiration board", "entity_category": "BedroomBackdrop", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T05.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "已有孩子和家庭背景提供轻量匹配，不新增孩子人数、年龄或房产。", "visual_review": { "status": "source_visually_checked_draft", "check": "The bunk bed already exists and is preserved; mural and rug are elements of the selected background decor." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T06", "title_zh": "活动群像做轻度清理", "image_path": "images/persona_002/T06_gedit_380.jpg", "image_sha256": "e98acd3964d9e67e5f988ace3514a561b60c4f2cb7db578fe48f8779ac3fc536", "width": 608, "height": 416, "instruction": "Gently clean up image detail in the indoor group photo. Preserve all people, skin texture and the existing warm indoor atmosphere.", "instruction_zh_review": "为室内群像做轻度细节清理，保留所有人、肤质与原有暖光气氛。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "380", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "c9101db419bbcd1b258ed367dc09b986", "original_instruction": "处理一下这张照片，修图", "native_label": "ps_human", "source_instruction_language": "cn" }, "rewrite": { "kind": "specify_generic_retouch", "reason_zh": "原始“处理一下这张照片”具体为轻度细节清理；不把所有人逐一设成家人。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Retouch", "arguments": [ { "argument_id": "P11", "type": "Entity", "role": "target_entity", "resolved_value": "community_recap_group_photo", "personalization_required": true, "knowledge_refs": [ "F_GROUP_PICK" ], "personalized_surface": "the group photo I picked for the recap", "entity_category": "Photo", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0, 1, 1 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P12", "type": "Attribute", "role": "result_attribute", "resolved_value": { "detail_cleanup_strength": "gentle" }, "personalization_required": true, "knowledge_refs": [ "G_GROUP_CLEANUP" ], "personalized_surface": "my light-touch cleanup" } ], "operation_id": "T06.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "公众沟通工作的活动回顾是弱匹配，具体活动关联在选图后补充。", "visual_review": { "status": "source_visually_checked_draft", "check": "Full-frame detail cleanup; no identity, geometry, skin-tone or people-count changes.", "follow_up": "轻度清理仍较定性，未来历史应自然支撑清晰但不过度处理的观感；当前不设算法或数值强度。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T07", "title_zh": "生活照换漫画线稿风", "image_path": "images/persona_002/T07_gedit_520.jpg", "image_sha256": "eb72e26d6c9eb7906a52f3b1870b54822d7f24ef5ffd1697839efee898a5c42c", "width": 384, "height": 640, "instruction": "Render the photo in a clean black-and-white manga ink style.", "instruction_zh_review": "把照片改成干净的黑白漫画墨线风格。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "520", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "15f01f7d55ad4f8695218594277e451f", "original_instruction": "Convert the image to a Japanese manga style.", "native_label": "style_change", "source_instruction_language": "en" }, "rewrite": { "kind": "specify_style_variant", "reason_zh": "保留漫画化原意，明确黑白墨线分支。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Restyle", "arguments": [ { "argument_id": "P13", "type": "Attribute", "role": "result_attribute", "resolved_value": { "rendering_style": "clean_black_and_white_manga_ink" }, "personalization_required": true, "knowledge_refs": [ "G_MANGA" ], "personalized_surface": "the manga look I keep saving" } ], "operation_id": "T07.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "日常人像场景；图中大人、小孩不认作她的丈夫或孩子。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve the two people, their poses and the party setting." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T08", "title_zh": "出游电车换喜欢的车身色", "image_path": "images/persona_002/T08_imgedit_1101.jpg", "image_sha256": "d960e9b10ae491ac44815e337a0c1bb525c8b1b8846d800da36e3d8b102da555", "width": 1024, "height": 1024, "instruction": "Change the red body panels of the heritage tram to blue.", "instruction_zh_review": "把老式电车的红色车身面板改成蓝色。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1101", "original_image_path": "transport/000351716.jpg", "original_instruction": "Change the trolley car's color to blue.", "native_label": "adjust", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_body_scope", "reason_zh": "保留电车换蓝；只改车身面板，不改玻璃、轨道和标字。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P14", "type": "Entity", "role": "target_entity", "resolved_value": "weekend_heritage_tram", "personalization_required": true, "knowledge_refs": [ "F_TRAM_WALK" ], "personalized_surface": "The tram from our weekend outing", "entity_category": "Tram", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.09, 0.13, 0.87, 0.99 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P15", "type": "Attribute", "role": "result_attribute", "resolved_value": { "body_color": "blue" }, "personalization_required": true, "knowledge_refs": [ "A_TRAM_COLOR" ], "personalized_surface": "my preferred tram color" } ], "operation_id": "T08.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "轨道工程与周末出游提供弱匹配；不声称拥有电车。", "visual_review": { "status": "source_visually_checked_draft", "check": "Single visible tram; identity selection is easy, but destination color requires the category preference." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T09", "title_zh": "清掉已经捐出的落地靠垫", "image_path": "images/persona_002/T09_complex_339.jpg", "image_sha256": "6fd3c30890264452c940cbeaabba23aa5a2ab89654356c7d43a19bb11d972766", "width": 500, "height": 500, "instruction": "Remove the loose floor cushions in front of the sofa. Keep the cushions on the sofa.", "instruction_zh_review": "移除沙发前散放在地上的靠垫，保留沙发上的。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "339", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Remove the floor pillows from in front of the couch.", "native_label": [ "Remove an Object" ], "selected_sequence_indices_zero_based": [ 0 ], "original_sequence": [ { "name": "Remove an Object", "instruction": "Remove the floor pillows from in front of the couch." }, { "name": "Change Color", "instruction": "Change the lamp's shade color to blue." }, { "name": "Add an Object", "instruction": "Add a potted plant near the television." }, { "name": "Replace an Object", "instruction": "Replace the framed picture on the wall with a modern art painting." }, { "name": "Move an Object", "instruction": "Move the basket from the floor to the shelf." }, { "name": "Adjust Lighting", "instruction": "Dim the overall room lighting by 30%." }, { "name": "Add Special Effects", "instruction": "Add a warm glow around the floor lamp." }, { "name": "Change Texture", "instruction": "Apply a leathery texture to the couch upholstery." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_target_set", "reason_zh": "保留删地上靠垫；明确保留沙发靠垫，不扩成删除所有软装。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P16", "type": "Entity", "role": "target_entity", "resolved_value": "loose_floor_cushions", "personalization_required": true, "knowledge_refs": [ "F_DONATED_CUSHIONS" ], "personalized_surface": "the floor cushions I donated", "entity_category": "Cushion", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.38, 0.81, 0.81, 1 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T09.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通家庭整理情境；捐出事实不等于讨厌靠垫。", "visual_review": { "status": "source_visually_checked_draft", "check": "Only floor cushions are deleted; keep sofa cushions, foreground cabinet and woven basket." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T10", "title_zh": "窗帘试选定的素色方案", "image_path": "images/persona_002/T10_complex_3.jpg", "image_sha256": "4d2248c479b3978f41540c3be0030cb99b6b1bb1c08b2e76fb51a6d9f975b207", "width": 500, "height": 500, "instruction": "Change the multicolored printed curtains to a solid warm-ivory fabric appearance, keeping their existing length and folds.", "instruction_zh_review": "把多彩印花窗帘改成暖象牙白素色，保留原有长度和褶皱。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "3", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Change the curtains to floor-length, neutral-toned curtains.", "native_label": [ "Replace an Object" ], "selected_sequence_indices_zero_based": [ 0 ], "original_sequence": [ { "name": "Replace an Object", "instruction": "Change the curtains to floor-length, neutral-toned curtains." }, { "name": "Replace an Object", "instruction": "Change the couch to a sleek, white leather couch." }, { "name": "Change Background", "instruction": "Replace the background visible from the window with an urban cityscape." }, { "name": "Replace an Object", "instruction": "Replace the coffee table with a modern glass-top table with metallic legs." }, { "name": "Add an Object", "instruction": "Place a metallic floor lamp beside the couch." }, { "name": "Adjust Lighting", "instruction": "Make the lighting warmer throughout the room." }, { "name": "Change Texture", "instruction": "Change the tile floor texture to a polished hardwood floor." }, { "name": "Reframe Composition", "instruction": "Move furnishings closer to the center of the room." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "repair_noop_and_specify_pattern", "reason_zh": "原指令要求改落地帘，但原图已落地；保留中性色窗帘的意图，改为暖象牙白素色，避免无效长度编辑。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P17", "type": "Entity", "role": "target_entity", "resolved_value": "rejected_printed_curtains", "personalization_required": true, "knowledge_refs": [ "F_CURTAIN_SHORTLIST" ], "personalized_surface": "the curtains I ruled out", "entity_category": "Curtain", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.41, 0.16, 0.63, 0.85 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P18", "type": "Attribute", "role": "result_attribute", "resolved_value": { "pattern": "solid_unpatterned" }, "personalization_required": true, "knowledge_refs": [ "A_CURTAIN_PATTERN" ], "personalized_surface": "the pattern and color I settled on" }, { "argument_id": "P19", "type": "Attribute", "role": "result_attribute", "resolved_value": { "color": "warm_ivory" }, "personalization_required": true, "knowledge_refs": [ "A_CURTAIN_COLOR" ], "personalized_surface": "the pattern and color I settled on" } ], "operation_id": "T10.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通软装方案预览；不增加住房，也不从职业推出配色。", "visual_review": { "status": "source_visually_checked_draft", "check": "The original curtains already reach the floor. Pattern removal and color change are visible; mirrors must reflect them consistently." }, "preservation_constraints": [ "Keep curtain length, folds, furniture, windows and outdoor view; update corresponding mirror reflection only." ], "evidence_status": "profile knowledge planned; natural daily history pending" } ] }, { "persona_id": "persona_003", "tasks": [ { "task_id": "T01", "title_zh": "不爱吃的香草挪到盘边", "image_path": "images/persona_003/T01_complex_67.jpg", "image_sha256": "ad7fac94ac151f6f037b9fe67d32441b38c95306d9526060b4fdc57ff6fc4886", "width": 500, "height": 500, "instruction": "Move the parsley garnish off the steak onto the plate rim near the broccoli.", "instruction_zh_review": "把牛排上的欧芹挪到西兰花旁边的盘沿。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "67", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Reposition the parsley on the steak to the plate's rim, near the broccoli.", "native_label": [ "Move an Object" ], "selected_sequence_indices_zero_based": [ 4 ], "original_sequence": [ { "name": "Change Background", "instruction": "Replace the orange cloth background with a white marble table surface." }, { "name": "Add Special Effects", "instruction": "Add soft steam effects rising above the steak." }, { "name": "Change Color", "instruction": "Change the steak's sauce color slightly to a deeper red." }, { "name": "Add an Object", "instruction": "Add a glass of red wine to the upper left corner of the image." }, { "name": "Move an Object", "instruction": "Reposition the parsley on the steak to the plate's rim, near the broccoli." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm filter to the image." }, { "name": "Zoom In/Out", "instruction": "Zoom out slightly to show more of the full plate and surroundings." }, { "name": "Add Text", "instruction": "Add the text 'Bon Appétit' in elegant script to the bottom-left corner of the image." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留欧芹从牛排移到西兰花旁盘边；不加酒、不改桌布或酱汁。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Move", "arguments": [ { "argument_id": "P01", "type": "Entity", "role": "target_entity", "resolved_value": { "category": "HerbGarnish", "herb_type": "parsley" }, "personalization_required": true, "knowledge_refs": [ "A_GARNISH_AVOID" ], "personalized_surface": "the herb garnish I avoid", "entity_category": "HerbGarnish", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.39, 0.34, 0.75, 0.65 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P02", "type": "Placement", "role": "destination", "resolved_value": { "relation": "on_rim_near", "anchor": "broccoli", "support": "plate rim clear of the steak" }, "personalization_required": true, "knowledge_refs": [ "S_GARNISH_ASIDE" ], "personalized_surface": "out of my way when I eat steak" } ], "operation_id": "T01.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "烧烤爱好提供轻量匹配；不吃欧芹是按任务补充，不从职业或地区推断。", "visual_review": { "status": "source_visually_checked_draft", "check": "Parsley, steak and broccoli are all visible in the unedited original." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T02", "title_zh": "旧皮箱放进后备箱惯常位置", "image_path": "images/persona_003/T02_imgedit_25.jpg", "image_sha256": "c67dc0ff5ae33353e15c082abee60129606d4f5a304a0b55dc16e2742d174119", "width": 1024, "height": 1024, "instruction": "Add a worn vintage brown leather suitcase with short leather closure straps, central handle and metal latches on the central floor of the open car trunk.", "instruction_zh_review": "在敞开的后备箱中央放入一只磨旧的棕皮箱，带两道前搭带、中间提手和金属锁扣。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "25", "original_image_path": "for_add/000001314.jpg", "original_instruction": "Add a vintage brown leather suitcase inside the car trunk.", "native_label": "add", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "instantiate_identity_and_position", "reason_zh": "保留后备箱加棕色古董皮箱，具体到T05同一只箱子和可见后备箱底部。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P03", "type": "Entity", "role": "reference_entity", "resolved_value": "E_WEEKENDER", "personalization_required": true, "knowledge_refs": [ "E_WEEKENDER" ], "personalized_surface": "my old weekender", "entity_category": "Suitcase", "entity_kind": "Personalized Entity", "resolution_method": "personalized_entity_identity" }, { "argument_id": "P04", "type": "Placement", "role": "destination", "resolved_value": { "relation": "inside", "anchor": "open car trunk", "support": "central trunk floor" }, "personalization_required": true, "knowledge_refs": [ "S_TRUNK_PACK" ], "personalized_surface": "where I normally pack it in the trunk" } ], "operation_id": "T02.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通出行；图中的古董车不是简介中的Tacoma，不新增归属。", "visual_review": { "status": "source_visually_checked_draft", "check": "Suitcase must fit inside the open trunk rather than covering the lid or floating." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T03", "title_zh": "不喜欢的糖霜装饰蛋糕换苹果派", "image_path": "images/persona_003/T03_gedit_889.jpg", "image_sha256": "a6d794582732659f64572342f5cd880b57f1bc4b7a26c95adf3520872b41446c", "width": 608, "height": 448, "instruction": "Replace the white-frosted cake with blue piping with an apple pie, keeping the wooden serving board.", "instruction_zh_review": "把带蓝色糖霜装饰的白色蛋糕换成苹果派，保留木托板。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "889", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "2d3bd0d5db244d8fc89c9348fcb07d19", "original_instruction": "Replace the cake with a pie.", "native_label": "subject-replace", "source_instruction_language": "en" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "原苹果派替换意图保留；明确保留托板。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P05", "type": "Entity", "role": "target_entity", "resolved_value": { "category": "Cake", "frosting_style": "white_frosting_with_blue_piping" }, "personalization_required": true, "knowledge_refs": [ "A_CAKE_AVOID" ], "personalized_surface": "the cake with the frosting I avoid", "entity_category": "Cake", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P06", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Pie", "filling": "apple" }, "personalization_required": true, "knowledge_refs": [ "A_PIE" ], "personalized_surface": "my favorite pie", "entity_category": "Pie", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T03.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通甜点选择，苹果馅偏好在选图后补充。", "visual_review": { "status": "source_visually_checked_draft", "check": "One cake on the board; replacement should not add a second dessert." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T04", "title_zh": "露营合照只留下Heath", "image_path": "images/persona_003/T04_imgedit_1156.jpg", "image_sha256": "cf1b2c816c0d4978c9a039581d11273db15111ac9bb5737950f248b336b96912", "width": 1280, "height": 720, "instruction": "Remove the woman seated on the left; keep the man seated on the right.", "instruction_zh_review": "移除坐在左侧的女子，保留右侧男子。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1156", "original_image_path": "compose/human/7.jpg", "original_instruction": "Remove the person on the left side of the image, and adjust the brightness of the sky to make it appear sunnier.", "native_label": "compose", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "select_independent_remove_fragment", "reason_zh": "保留原复合指令的删左人部分；天空所占区域很小，舍弃原提亮天空部分，完整原指令仍保留。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P07", "type": "Entity", "role": "target_entity", "resolved_value": { "selection": "visible_people_except", "keep": "E_HEATH", "remove": "left_woman" }, "personalization_required": true, "knowledge_refs": [ "E_HEATH" ], "personalized_surface": "Keep Heath", "entity_category": "Person", "entity_kind": "General Entity", "visual_grounding": { "remove_bbox": [ 0.3, 0.13, 0.61, 1 ], "keep_bbox": [ 0.56, 0.18, 0.98, 0.99 ] }, "resolution_method": "visible_person_set_minus_personalized_keep_entity" } ], "operation_id": "T04.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "Heath Jarrett是基础名单已有钓友；视觉关联为本轮构建。", "visual_review": { "status": "source_visually_checked_draft", "check": "Two visible people make the retained identity affect the deletion set. No personal dislike is inferred." }, "preservation_constraints": [ "Keep Heath, campsite objects, ground and original lighting unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T05", "title_zh": "旧皮箱试常选的皮面光泽", "image_path": "images/persona_003/T05_imgedit_1131.jpg", "image_sha256": "b30c5b33401a151ef1bed50a6cb4aeadd50148f82147d000b07521cad111a2de", "width": 1024, "height": 1024, "instruction": "Give the worn brown leather suitcase a smooth, glossy surface finish, preserving its brown color, seams, closure straps and hardware.", "instruction_zh_review": "给旧棕皮箱换光滑有光泽的表面，保留棕色、缝线、搭带和金属件。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1131", "original_image_path": "daily object/000117413.jpg", "original_instruction": "Change the surface texture of the object to a smooth, glossy finish.", "native_label": "adjust", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_material_scope", "reason_zh": "保留光滑有光泽的表面任务，明确箱体皮面，避免把锁扣或搭带一起抹平。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P08", "type": "Entity", "role": "target_entity", "resolved_value": "E_WEEKENDER", "personalization_required": true, "knowledge_refs": [ "E_WEEKENDER" ], "personalized_surface": "my old weekender", "entity_category": "Suitcase", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.05, 0.13, 0.96, 0.94 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P09", "type": "Attribute", "role": "result_attribute", "resolved_value": { "surface_finish": "smooth_glossy" }, "personalization_required": true, "knowledge_refs": [ "A_CASE_FINISH" ], "personalized_surface": "the leather finish I usually choose" } ], "operation_id": "T05.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "工具与修复的弱匹配；偏好来自Suitcase类别，不是“喜欢的我的箱子的样子”。", "visual_review": { "status": "source_visually_checked_draft", "check": "The weathered leather provides a visible finish change; preserve suitcase identity." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T06", "title_zh": "夜间随拍轻度去掉暗部噪点", "image_path": "images/persona_003/T06_gedit_1208.jpg", "image_sha256": "2592baf777a7cfb6903e8f5ebde0e1f053696570b5aa61cf882d7a7066bc9b73", "width": 416, "height": 608, "instruction": "Mildly reduce shadow noise in the nighttime snapshot, preserving real detail and the existing night mood.", "instruction_zh_review": "为夜间随拍轻度减少暗部噪点，保留真实细节和夜景气氛。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "1208", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "220cbf1b8bf55b56873b0aec63a1e6bc", "original_instruction": "Improve the photo's clarity and apply beautification.", "native_label": "tone_transfer", "source_instruction_language": "en" }, "rewrite": { "kind": "specify_generic_enhancement", "reason_zh": "原泛化修图具体为轻度暗部降噪，不补算法、数值或无依据的脸部细节。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Retouch", "arguments": [ { "argument_id": "P10", "type": "Entity", "role": "target_entity", "resolved_value": "saved_evening_outing_photo", "personalization_required": true, "knowledge_refs": [ "F_NIGHT_SNAPSHOT" ], "personalized_surface": "the night shot I saved", "entity_category": "Photo", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0, 1, 1 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P11", "type": "Attribute", "role": "result_attribute", "resolved_value": { "shadow_noise_reduction": "mild" }, "personalization_required": true, "knowledge_refs": [ "G_NIGHT_NOISE" ], "personalized_surface": "the gentle noise cleanup I like" } ], "operation_id": "T06.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通晚间出行照片；图中年轻男子不认作Hayes。", "visual_review": { "status": "source_visually_checked_draft", "check": "Keep it a night photo; do not invent detail lost to the source resolution.", "follow_up": "未来历史需能支持“暗部干净一些但保留夜感”的观感；轻度效果仍需人工评分口径。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T07", "title_zh": "林间车辆照片换春季背景", "image_path": "images/persona_003/T07_imgedit_254.jpg", "image_sha256": "252219528e42b56836069d5a2984c4d01e18636299297ca0b229da927e71b081", "width": 1024, "height": 1024, "instruction": "Change the autumn forest behind the truck into a spring forest.", "instruction_zh_review": "把卡车后方的秋季树林改成春季树林。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "254", "original_image_path": "transport/000265699.jpg", "original_instruction": "Change the forest in the picture from autumn to spring.", "native_label": "background", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留秋林变春林，不改车辆。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Background", "arguments": [ { "argument_id": "P12", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "ForestBackdrop", "season": "spring" }, "personalization_required": true, "knowledge_refs": [ "A_FOREST_SEASON" ], "personalized_surface": "the season I prefer for forest backdrops", "entity_category": "ForestBackdrop", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T07.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "车辆与户外兴趣仅作轻量匹配；图中Ford不认作他的银色Tacoma。", "visual_review": { "status": "source_visually_checked_draft", "check": "Truck identity and road remain unchanged; only surrounding forest season changes." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T08", "title_zh": "风景做旧明信片风格", "image_path": "images/persona_003/T08_imgedit_687.jpg", "image_sha256": "a4de13f7a5c39a9121d95476ebf2d5239bdb755a0969c6b9596c6f4c7864be65", "width": 1024, "height": 1024, "instruction": "Render the coastal castle scene as a vintage sepia postcard.", "instruction_zh_review": "把海岸城堡风景改成复古棕褐色明信片风格。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "687", "original_image_path": "style/000280642.jpg", "original_instruction": "Transfer the image into a sepia-toned vintage-photograph style.", "native_label": "style", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原棕褐色复古照片意图，以明信片收藏语境承接。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Restyle", "arguments": [ { "argument_id": "P13", "type": "Attribute", "role": "result_attribute", "resolved_value": { "rendering_style": "vintage_sepia_postcard" }, "personalization_required": true, "knowledge_refs": [ "G_POSTCARD" ], "personalized_surface": "the old-postcard look I collect" } ], "operation_id": "T08.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础爱好有旧汽车旅馆明信片；不是把城堡认成汽车旅馆。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve castle, coastline, sea and viewpoint; no new text or stamp is required." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T09", "title_zh": "木扶手椅换灯芯绒纹理", "image_path": "images/persona_003/T09_imgedit_1141.jpg", "image_sha256": "c559d4478201f86d6cba03fc3e8c732daa5c2aa56f4741893350ef476bca7be8", "width": 1024, "height": 1024, "instruction": "Change only the armchair upholstery to a ribbed corduroy texture. Preserve its light cream base color and wooden frame.", "instruction_zh_review": "仅把扶手椅软包改成灯芯绒条纹肌理，保留浅奶油底色与木架。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1141", "original_image_path": "daily object/000363394.jpg", "original_instruction": "Change the armchair to red.", "native_label": "adjust", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "diy_attribute_dimension", "reason_zh": "原任务仅椅子变红；为补常见非颜色属性，根据大面积可见软包改为灯芯绒纹理。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P14", "type": "Entity", "role": "target_entity", "resolved_value": "E_ARMCHAIR", "personalization_required": true, "knowledge_refs": [ "E_ARMCHAIR" ], "personalized_surface": "my wood-arm chair", "entity_category": "Armchair", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0, 0.01, 1, 0.99 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P15", "type": "Attribute", "role": "result_attribute", "resolved_value": { "upholstery_texture": "ribbed_corduroy" }, "personalization_required": true, "knowledge_refs": [ "A_CHAIR_WEAVE" ], "personalized_surface": "my usual upholstery texture" } ], "operation_id": "T09.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通旧物翻新，不额外设定家具收藏爱好。", "visual_review": { "status": "source_visually_checked_draft", "check": "The large seat, back and side upholstery make ribs assessable; retain wood grain and chair geometry." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T10", "title_zh": "微缩厨房桌面的木纹方案", "image_path": "images/persona_003/T10_complex_16.jpg", "image_sha256": "1bf61e98df6f8969c719d93324fd57eaff53a6da3a54b3c7139ef6eb44093f6e", "width": 500, "height": 500, "instruction": "Change only the blue tabletop in the miniature kitchen to a natural wood-grain finish. Keep its legs and the blue cabinetry unchanged.", "instruction_zh_review": "只把微缩厨房里蓝色桌面改成自然木纹，保留桌腿与蓝色橱柜。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "16", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Change the table surface to a wood texture instead of the blue paint.", "native_label": [ "Change Texture" ], "selected_sequence_indices_zero_based": [ 6 ], "original_sequence": [ { "name": "Add an Object", "instruction": "Place a toy fruit basket on the kitchen table." }, { "name": "Change Color", "instruction": "Change the chair color to a deep red tone." }, { "name": "Move an Object", "instruction": "Reposition the refrigerator to the far left corner of the room." }, { "name": "Add Special Effects", "instruction": "Add a warm evening light effect to the room." }, { "name": "Remove an Object", "instruction": "Remove the small fruit tiles on the wall." }, { "name": "Apply Filter/Weather", "instruction": "Apply a slight vintage filter to the entire image." }, { "name": "Change Texture", "instruction": "Change the table surface to a wood texture instead of the blue paint." }, { "name": "Adjust Lighting", "instruction": "Dim the room lighting slightly." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_scale_and_scope", "reason_zh": "保留蓝桌面变木纹，但原图明显是玩具厨房，明确模型尺度，不误登记为真人厨房。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P16", "type": "Entity", "role": "target_entity", "resolved_value": "miniature_blue_tabletop", "personalization_required": true, "knowledge_refs": [ "F_KITCHEN_MOCKUP" ], "personalized_surface": "the one in my kitchen mock-up", "entity_category": "KitchenTable", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0.53, 0.44, 0.76 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P17", "type": "Attribute", "role": "result_attribute", "resolved_value": { "tabletop_finish": "natural_wood_grain" }, "personalization_required": true, "knowledge_refs": [ "A_TABLE_FINISH" ], "personalized_surface": "my usual table finish" } ], "operation_id": "T10.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "工具兴趣只提供轻量关联；模型作为表面方案参考，不新增真实房间。", "visual_review": { "status": "source_visually_checked_draft", "check": "Blue miniature table occupies foreground left; do not apply wood texture to adjacent blue cupboard panels." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" } ] }, { "persona_id": "persona_004", "tasks": [ { "task_id": "T01", "title_zh": "婚礼配饰参考换已选的玉镯", "image_path": "images/persona_004/T01_gedit_897.jpg", "image_sha256": "10dffacf4c4130bcd80bea4ccda2702db08c998c621942c662722c63cd82e40e", "width": 384, "height": 640, "instruction": "Replace the gold chain bracelet on the foreground wrist with a plain green jade bangle. Keep other jewelry unchanged.", "instruction_zh_review": "把前景手腕上的金色链式手镯换成素面绿玉镯，保留其他首饰。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "897", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "038b15558b1082c59f0a92e4853554aa", "original_instruction": "Replace the bracelet with a jade bangle.", "native_label": "subject-replace", "source_instruction_language": "en" }, "rewrite": { "kind": "clarify_visible_target", "reason_zh": "保留手链换玉镯；明确前景手腕目标和素面绿玉材质，不识别模特身份。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P01", "type": "Entity", "role": "target_entity", "resolved_value": "foreground_gold_chain_bracelet", "personalization_required": true, "knowledge_refs": [ "F_BRACELET_SHORTLIST" ], "personalized_surface": "the bracelet I ruled out", "entity_category": "Bracelet", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.25, 0.63, 0.42, 0.73 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P02", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Bangle", "material": "green_jade" }, "personalization_required": true, "knowledge_refs": [ "A_BANGLE_MATERIAL" ], "personalized_surface": "a bangle in the material I picked", "entity_category": "Bangle", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T01.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础婚礼筹备仅作轻量筛选；选玉是按图后补充，不由族裔或婚礼文化推断。", "visual_review": { "status": "source_visually_checked_draft", "check": "The chain bracelet is visible on the foreground wrist. No face, body, swimsuit or other jewelry changes.", "follow_up": "手镯区域较小，需人工确认绿玉替换的可评分性；不宣称能沿用原来源评分。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T02", "title_zh": "香草盆栽放到不挡鼠标手的位置", "image_path": "images/persona_004/T02_complex_18.jpg", "image_sha256": "c64b55338676c3328478a4d176e5d7004d03f576253c5d5a81d031c1f73aa50e", "width": 500, "height": 500, "instruction": "Add a small pot of basil on the free front-left strip of the desk, left of the project book and in front of the existing mug.", "instruction_zh_review": "在桌面左前方、项目本左边且现有杯子前方的空位，加一小盆罗勒。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "18", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Place a small pot with green indoor plants near the laptop.", "native_label": [ "Add an Object" ], "selected_sequence_indices_zero_based": [ 1 ], "original_sequence": [ { "name": "Change Background", "instruction": "Replace the background with a nature scene visible through the window." }, { "name": "Add an Object", "instruction": "Place a small pot with green indoor plants near the laptop." }, { "name": "Remove an Object", "instruction": "Remove the smartphone from the desk." }, { "name": "Replace an Object", "instruction": "Replace the coffee mug with a cheerful blue ceramic cup." }, { "name": "Adjust Lighting", "instruction": "Brighten the scene." }, { "name": "Add Text", "instruction": "Insert a sticky note near the jumper area with the text 'Today's Plan'." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm-filter effect." }, { "name": "Resize an Object", "instruction": "Slightly enlarge the project book on the desk." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "instantiate_variety_and_position", "reason_zh": "保留电脑旁加小绿植，具体为罗勒与左前窄空位；不执行背景替换等其他步骤。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P03", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "HerbPot", "herb_variety": "basil" }, "personalization_required": true, "knowledge_refs": [ "A_HERB" ], "personalized_surface": "a pot of my usual herb", "entity_category": "HerbPot", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P04", "type": "Placement", "role": "destination", "resolved_value": { "relation": "front_left_of", "anchor": "laptop", "support": "free desk strip left of the project book, in front of the existing mug" }, "personalization_required": true, "knowledge_refs": [ "S_HERB_DESK" ], "personalized_surface": "where I keep plants clear of my mouse" } ], "operation_id": "T02.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础已有香草园；具体罗勒品种、桌面摆位在匹配后补充，不把桌上笼子变成新宠物。", "visual_review": { "status": "source_visually_checked_draft", "check": "Use a genuinely small pot. Keep the existing mug, project book, mouse, laptop and rear cage unobscured.", "follow_up": "可用台面较窄，盆栽须为小号；如人工确认遮挡不可接受，应换图而非强行挤入。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T03", "title_zh": "玻璃茶几移近观影座位", "image_path": "images/persona_004/T03_complex_93.jpg", "image_sha256": "d6fe20db1b9e2d1e4a7a6d4196e55039d40289cccc1b433966f26cabcb8d0438", "width": 500, "height": 500, "instruction": "Move the low clear-glass coffee table closer to the black sofa, leaving a small reachable gap in front of the seat.", "instruction_zh_review": "把透明玻璃矮茶几移近黑沙发，留出伸手可及的小间隙。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "93", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Reposition the coffee table closer to the couch.", "native_label": [ "Move an Object" ], "selected_sequence_indices_zero_based": [ 6 ], "original_sequence": [ { "name": "Add an Object", "instruction": "Add a decorative plant beside the white desk." }, { "name": "Change Color", "instruction": "Change the couch leather color from black to dark blue." }, { "name": "Replace an Object", "instruction": "Replace the existing artwork with an abstract piece." }, { "name": "Adjust Lighting", "instruction": "Dim the lighting emitted by the hanging lamp." }, { "name": "Add an Object", "instruction": "Add a small bookshelf near the seating arrangement." }, { "name": "Change Texture", "instruction": "Change the rug to a plush, deep-pile texture." }, { "name": "Move an Object", "instruction": "Reposition the coffee table closer to the couch." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm-tone filter to the entire image." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_destination", "reason_zh": "保留茶几靠近沙发，具体化可达距离；不加书架、不改地毯。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Move", "arguments": [ { "argument_id": "P05", "type": "Entity", "role": "target_entity", "resolved_value": { "category": "CoffeeTable", "top_material": "clear_glass" }, "personalization_required": true, "knowledge_refs": [ "A_COFFEE_TABLE" ], "personalized_surface": "the coffee table with the top I like", "entity_category": "CoffeeTable", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.49, 0.64, 0.82, 0.98 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P06", "type": "Placement", "role": "destination", "resolved_value": { "relation": "closer_to", "anchor": "black sofa seat", "support": "floor directly in front of sofa, with a small reachable gap" }, "personalization_required": true, "knowledge_refs": [ "S_MOVIE_REACH" ], "personalized_surface": "where I can reach it from the sofa during a film" } ], "operation_id": "T03.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "影音工作和观影场景轻量匹配；普通茶几结合类别材质偏好定位，不自动登记为个人实体。", "visual_review": { "status": "source_visually_checked_draft", "check": "Move the existing table only; keep its glass top, metal frame, sofa, rug and walking route intact." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T04", "title_zh": "归还的样机吉祥物清掉", "image_path": "images/persona_004/T04_complex_315.jpg", "image_sha256": "38a686beec1b104d1a13c47d10edb3e8e0e1ad08f09ada18d3cdb7ab589ba691", "width": 500, "height": 500, "instruction": "Remove the small figurine sitting on top of the monitor.", "instruction_zh_review": "移除显示器顶部的小人偶。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "315", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Remove the figurine sitting on top of the monitor.", "native_label": [ "Remove an Object" ], "selected_sequence_indices_zero_based": [ 2 ], "original_sequence": [ { "name": "Move an Object", "instruction": "Reposition the laptop to sit aligned to the right side of the desk." }, { "name": "Replace an Object", "instruction": "Replace the monitor's content with a presentation slide of financial charts." }, { "name": "Remove an Object", "instruction": "Remove the figurine sitting on top of the monitor." }, { "name": "Add an Object", "instruction": "Place a fancy ceramic mug next to the keyboard." }, { "name": "Adjust Lighting", "instruction": "Dim the lamp's light." }, { "name": "Add Particles", "instruction": "Add light motes floating around the desk area." }, { "name": "Change Background", "instruction": "Replace the visible wall and window with a modern office high-rise backdrop." }, { "name": "Reframe Composition", "instruction": "Zoom out to include more desk and chair." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留删显示器上人偶，借还事实用于指代，不附加厌恶。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P07", "type": "Entity", "role": "target_entity", "resolved_value": "monitor_top_figure", "personalization_required": true, "knowledge_refs": [ "F_BORROWED_FIGURE" ], "personalized_surface": "the demo mascot I returned", "entity_category": "ToyFigure", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.61, 0.09, 0.75, 0.26 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T04.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "样机展示是弱职业关联；借来的小物不新增为收藏品。", "visual_review": { "status": "source_visually_checked_draft", "check": "The figure is present in the original; laptop, screen contents and desk objects remain." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T05", "title_zh": "试衣西装外套换丝绒面料", "image_path": "images/persona_004/T05_imgedit_1138.jpg", "image_sha256": "eeb60ca8e50fa84600224fc9c128a0e2ab1069f9703314e6b3d76aa985ad46bd", "width": 1024, "height": 1024, "instruction": "Change the suit jacket fabric to velvet, preserving its charcoal-gray base color, cut and buttons.", "instruction_zh_review": "把西装外套面料改为丝绒，保留深灰底色、版型和纽扣。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1138", "original_image_path": "daily object/000299747.jpg", "original_instruction": "Change the surface texture of the object to a smooth metallic finish.", "native_label": "adjust", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "repair_uncommon_attribute", "reason_zh": "原要求把穿着中的布料改金属表面，生活需求不自然；保留纹理修改操作，原图已是人字纹西装外套，改为常见丝绒面料以形成可见变化。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P08", "type": "Entity", "role": "target_entity", "resolved_value": "E_JACKET", "personalization_required": true, "knowledge_refs": [ "E_JACKET" ], "personalized_surface": "My fitting jacket", "entity_category": "SuitJacket", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.08, 0.1, 0.94, 0.99 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P09", "type": "Attribute", "role": "result_attribute", "resolved_value": { "fabric": "velvet" }, "personalization_required": true, "knowledge_refs": [ "A_JACKET_FABRIC" ], "personalized_surface": "the fabric I picked for jackets" } ], "operation_id": "T05.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "婚礼筹备仅作弱关联，不把未露面的穿着者认作Folarin。", "visual_review": { "status": "source_visually_checked_draft", "check": "Large visible jacket fabric supports texture grading; keep yellow tie, teal pocket square, shirt and body geometry." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T06", "title_zh": "展示活动人像简短聚合润饰", "image_path": "images/persona_004/T06_gedit_384.jpg", "image_sha256": "e30ac8b3fec88f425c91264e7d8283e8ad07354939ff8ba3ef3ebcf76f1c4232", "width": 512, "height": 512, "instruction": "Gently reduce forehead shine in the selected close portrait while retaining natural visible pores. Keep facial geometry, age, expression and hair unchanged.", "instruction_zh_review": "轻度降低所选近景人像额头油光，保留自然可见毛孔；脸形、年龄、表情与头发不变。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "384", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "f81d8419a96bac5878844b85e21a938c", "original_instruction": "把脸p好看点", "native_label": "ps_human", "source_instruction_language": "cn" }, "rewrite": { "kind": "expand_generic_retouch_to_bounded_attributes", "reason_zh": "原泛化人像修饰，明确为减额头油光、保留毛孔两项；聚合表达不要求历史里出现完整修图套餐。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Retouch", "arguments": [ { "argument_id": "P10", "type": "Entity", "role": "target_entity", "resolved_value": "selected_demo_day_portrait_face", "personalization_required": true, "knowledge_refs": [ "F_DEMO_PORTRAIT" ], "personalized_surface": "the demo-day portrait", "entity_category": "PortraitFace", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.12, 0.03, 0.92, 0.99 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P11", "type": "Attribute", "role": "result_attribute", "resolved_value": { "forehead_shine": "gently_reduced" }, "personalization_required": true, "knowledge_refs": [ "A_FACE_SHINE" ], "personalized_surface": "Polish up" }, { "argument_id": "P12", "type": "Attribute", "role": "result_attribute", "resolved_value": { "skin_texture": "retain_natural_pores" }, "personalization_required": true, "knowledge_refs": [ "A_FACE_TEXTURE" ], "personalized_surface": "Polish up" } ], "operation_id": "T06.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "活动回顾弱关联；人像主体保持普通实体，由选片事实定位，不新增一位朋友。", "visual_review": { "status": "source_visually_checked_draft", "check": "One face: no identity-choice difficulty is claimed. Forehead shine is visible; two category preferences are the only expansion.", "follow_up": "聚合表达的唯一展开仍待未来分散的日常偏好证据验证；不把构建的profile当作已有交互历史。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T07", "title_zh": "客厅调成偏爱的微暖光", "image_path": "images/persona_004/T07_complex_8.jpg", "image_sha256": "c9c33c3cfea25a4584a166dd50aae6edc44dd2a90e85523438a98a117d74361b", "width": 500, "height": 500, "instruction": "Make the indoor lighting slightly warmer with a soft amber cast, preserving brightness and exterior view.", "instruction_zh_review": "室内灯光略微偏柔和琥珀暖色，保持亮度与窗外景色。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "8", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Make the indoor lighting slightly warmer.", "native_label": [ "Adjust Lighting" ], "selected_sequence_indices_zero_based": [ 4 ], "original_sequence": [ { "name": "Change Background", "instruction": "Replace the view from the window with one of a vibrant cityscape during the evening." }, { "name": "Add an Object", "instruction": "Place an open book on the coffee table near the sofa." }, { "name": "Change Color", "instruction": "Make the curtains a bright yellow with a bold geometric pattern." }, { "name": "Add Special Effects", "instruction": "Add a subtle light sparkle effect." }, { "name": "Adjust Lighting", "instruction": "Make the indoor lighting slightly warmer." }, { "name": "Add Particles", "instruction": "Add volumetric light particles through the window." }, { "name": "Change Texture", "instruction": "Apply a polished wood texture to the window sill." }, { "name": "Reframe Composition", "instruction": "Tilt the view to focus on the interior and cityscape." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_warmth_strength", "reason_zh": "保留室内微暖光，不执行改窗景、加光粒子等步骤。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Background", "arguments": [ { "argument_id": "P13", "type": "Attribute", "role": "result_attribute", "resolved_value": { "light_color_temperature": "slightly_warmer_amber" }, "personalization_required": true, "knowledge_refs": [ "G_ROOM_LIGHT" ], "personalized_surface": "the lighting I like" } ], "operation_id": "T07.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通居家观感；房间不自动作为新住处登记。", "visual_review": { "status": "source_visually_checked_draft", "check": "Indoor illumination only; keep furniture, window view and scene geometry." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T08", "title_zh": "街景换动画电影风", "image_path": "images/persona_004/T08_gedit_523.jpg", "image_sha256": "75e73031f35377b5bf7370fdb3ed8e5d74f520f526eb01b04fc224e1e06300eb", "width": 608, "height": 416, "instruction": "Render the street scene in a three-dimensional animated-film style.", "instruction_zh_review": "把街景渲染成三维动画电影风。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "523", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "c51e5e8de213d991bcab4513da06c885", "original_instruction": "Render with Pixar Animation Studios' 3D texture.", "native_label": "style_change", "source_instruction_language": "en" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原三维动画化意图；不识别街上人物或车辆归属。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Restyle", "arguments": [ { "argument_id": "P14", "type": "Attribute", "role": "result_attribute", "resolved_value": { "rendering_style": "three_dimensional_animated_film" }, "personalization_required": true, "knowledge_refs": [ "G_ANIMATION" ], "personalized_surface": "the animation look I like" } ], "operation_id": "T08.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "不要求全部任务都与影音职业直接相关。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve all people, motorcycles, signs and street layout in the stylized result." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T09", "title_zh": "旧展示电视换胡桃木书架", "image_path": "images/persona_004/T09_gedit_875.jpg", "image_sha256": "1a5b62a494d479307f58ff8f71055fc598b2041cf668615fe8bc29841a9846d3", "width": 480, "height": 576, "instruction": "Replace the black television with a walnut-wood bookshelf fitted into the same display area, keeping the foreground cat.", "instruction_zh_review": "把黑色电视换成适合原区域的胡桃木书架，保留前景猫。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "875", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "b3143e1ac75799da45f66d12b56cf911", "original_instruction": "Replace the TV with a bookshelf.", "native_label": "subject-replace", "source_instruction_language": "en" }, "rewrite": { "kind": "instantiate_material", "reason_zh": "保留电视换书架，木材具体为胡桃木；猫及其他家具保留。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P15", "type": "Entity", "role": "target_entity", "resolved_value": "E_DEMO_TV", "personalization_required": true, "knowledge_refs": [ "E_DEMO_TV" ], "personalized_surface": "the old demo TV", "entity_category": "Television", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.03, 0.08, 0.95, 0.72 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P16", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Bookshelf", "wood_type": "walnut" }, "personalization_required": true, "knowledge_refs": [ "A_BOOKSHELF" ], "personalized_surface": "a bookshelf in the wood I picked", "entity_category": "Bookshelf", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T09.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "旧样机与工作轻量相符，不解释为影音从业者不喜欢电视；前景猫不登记为宠物。", "visual_review": { "status": "source_visually_checked_draft", "check": "Replace the TV region without removing or deforming the foreground cat." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T10", "title_zh": "地板方案试橡木与哑光", "image_path": "images/persona_004/T10_complex_375.jpg", "image_sha256": "42452963585e8c23d8468a1754eeac7c1a4850a689ae34bea790cbaf745b432e", "width": 500, "height": 500, "instruction": "Change the exposed flooring in the shortlisted room layout to matte oak wood, preserving furniture and walls.", "instruction_zh_review": "把入选房间方案中露出的地板改成哑光橡木，家具墙面不变。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "375", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Modify the flooring to have a polished marble texture.", "native_label": [ "Change Texture" ], "selected_sequence_indices_zero_based": [ 3 ], "original_sequence": [ { "name": "Change Background", "instruction": "Change the color of the walls to a vibrant sky blue." }, { "name": "Add an Object", "instruction": "Add a vase with colorful flowers on the dining table." }, { "name": "Replace an Object", "instruction": "Replace the hanging TV with a wooden shelf containing books." }, { "name": "Change Texture", "instruction": "Modify the flooring to have a polished marble texture." }, { "name": "Move an Object", "instruction": "Move the coffee table slightly closer to the couch." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm sepia tone to the entire image." }, { "name": "Add Special Effects", "instruction": "Add softly glowing light trails near the ceiling corners." }, { "name": "Adjust Lighting", "instruction": "Increase the brightness of the lamp on the dining table." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "diy_material_and_finish", "reason_zh": "原抛光大理石改为橡木与哑光两个常见维度，仍是一次地面属性修改；避免本批多个大理石任务重复。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P17", "type": "Entity", "role": "target_entity", "resolved_value": "shortlisted_room_floor", "personalization_required": true, "knowledge_refs": [ "F_FLOOR_PLAN" ], "personalized_surface": "the floor in my shortlisted layout", "entity_category": "LivingRoomFloor", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.01, 0.55, 0.99, 0.99 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P18", "type": "Attribute", "role": "result_attribute", "resolved_value": { "material": "oak_wood" }, "personalization_required": true, "knowledge_refs": [ "A_FLOOR_MATERIAL" ], "personalized_surface": "the wood and finish I picked" }, { "argument_id": "P19", "type": "Attribute", "role": "result_attribute", "resolved_value": { "surface_finish": "matte" }, "personalization_required": true, "knowledge_refs": [ "A_FLOOR_FINISH" ], "personalized_surface": "the wood and finish I picked" } ], "operation_id": "T10.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础重实用价值仅是筛选背景，不能推导他必然选橡木或哑光；两项均按匹配补充。", "visual_review": { "status": "source_visually_checked_draft", "check": "Floor is visible around furniture; preserve room geometry, objects, furniture legs and contact shadows." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" } ] }, { "persona_id": "persona_005", "tasks": [ { "task_id": "T01", "title_zh": "Sunny加到散步惯常一侧", "image_path": "images/persona_005/T01_imgedit_103.jpg", "image_sha256": "8afa2eca4d79eb77c820adaaec8e9fed0c0b3cebe486d337330a6ebbe579374e", "width": 1024, "height": 1024, "instruction": "Add the cream-coated golden retriever shown in the Sunny reference on the path to the left of the walking person.", "instruction_zh_review": "按Sunny参考图添加同一只金毛，放在步行者左侧的小路上。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "103", "original_image_path": "for_add/000295872.jpg", "original_instruction": "Add a dog walking beside the person on the snow-covered path.", "native_label": "add", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "instantiate_identity_and_position", "reason_zh": "保留步行者旁加狗，具体为既有宠物Sunny及其散步侧位。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P01", "type": "Entity", "role": "reference_entity", "resolved_value": "E_SUNNY", "personalization_required": true, "knowledge_refs": [ "E_SUNNY" ], "personalized_surface": "Sunny", "entity_category": "Dog", "entity_kind": "Personalized Entity", "resolution_method": "personalized_entity_identity" }, { "argument_id": "P02", "type": "Placement", "role": "destination", "resolved_value": { "relation": "left_of", "anchor": "walking person", "support": "path beside the person" }, "personalization_required": true, "knowledge_refs": [ "S_DOG_WALK" ], "personalized_surface": "our usual walking side" } ], "operation_id": "T01.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础有两宠及金毛内容偏好；品种和视觉身份是匹配后落实，不声称来源直接给出宠物品种。", "visual_review": { "status": "source_visually_checked_draft", "check": "Match the dog reference at a plausible size. Keep the walking person, snow and path unchanged." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T02", "title_zh": "Sunny照片换喜欢的林间季节", "image_path": "images/persona_005/T02_imgedit_236.jpg", "image_sha256": "86db26b547ed8b2cbcdf28e90e8d28c75411b528184f15954e15803006880e8a", "width": 1024, "height": 1024, "instruction": "Replace the blurred background behind the golden retriever with an autumn forest with orange and yellow foliage.", "instruction_zh_review": "把金毛身后的模糊背景换成橙黄叶片的秋林。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "236", "original_image_path": "animal/000222070.jpg", "original_instruction": "Change the blurred environment in the background to an autumn forest with orange and yellow leaves on the trees.", "native_label": "background", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原秋林背景；狗作为保留主体，不把它额外算成被编辑的参数。T01视觉参考从此图取得。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Background", "arguments": [ { "argument_id": "P03", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "ForestBackdrop", "season": "autumn_with_orange_and_yellow_foliage" }, "personalization_required": true, "knowledge_refs": [ "A_DOG_FOREST" ], "personalized_surface": "my preferred woodland season for the backdrop", "entity_category": "ForestBackdrop", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T02.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "复用同一只Sunny身份，不新增另一只金毛。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve the retriever, face, coat and body outline; change background only." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T03", "title_zh": "Pip回到吃饭时的固定座位", "image_path": "images/persona_005/T03_complex_521.jpg", "image_sha256": "44cdc96ce401d7192657fc5caf63a484f3b8bce4c60382c8a37573bfa0cdcbf7", "width": 500, "height": 500, "instruction": "Move the black-and-white cat from the suitcase onto the existing empty wooden chair at the right of the dining table.", "instruction_zh_review": "把行李箱上的黑白猫移到餐桌右侧现有空木椅上。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "521", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Relocate the cat to sit on the chair at the dining table.", "native_label": [ "Move an Object" ], "selected_sequence_indices_zero_based": [ 1 ], "original_sequence": [ { "name": "Replace an Object", "instruction": "Change the suitcase to a wooden stool." }, { "name": "Move an Object", "instruction": "Relocate the cat to sit on the chair at the dining table." }, { "name": "Add an Object", "instruction": "Place a bowl of cat food on the wooden stool." }, { "name": "Change Color", "instruction": "Change the color of the bowl to red." }, { "name": "Adjust Lighting", "instruction": "Brighten the image slightly." }, { "name": "Remove an Object", "instruction": "Remove the orange ball from the floor." }, { "name": "Apply Filter/Weather", "instruction": "Add a cozy warm-tone filter to the scene." }, { "name": "Change Background", "instruction": "Change the view outside the open door to a snowy landscape." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "select_independent_move_step", "reason_zh": "只选原序列移猫；猫和餐椅原图都有，不先将箱子换凳子，也不增加食盆。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Move", "arguments": [ { "argument_id": "P04", "type": "Entity", "role": "target_entity", "resolved_value": "E_PIP", "personalization_required": true, "knowledge_refs": [ "E_PIP" ], "personalized_surface": "Pip", "entity_category": "Cat", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.23, 0.27, 0.75, 0.6 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P05", "type": "Placement", "role": "destination", "resolved_value": { "relation": "on", "anchor": "empty right-hand dining chair seat", "support": "existing chair seat" }, "personalization_required": true, "knowledge_refs": [ "S_CAT_DINNER_PERCH" ], "personalized_surface": "his usual dinner-time perch" } ], "operation_id": "T03.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "简介中的第二只宠物落实为Pip；已有两宠不被扩成多猫多狗。", "visual_review": { "status": "source_visually_checked_draft", "check": "Keep original suitcase where it is; move the same cat onto the visible chair seat, not onto the table." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T04", "title_zh": "浴室方案台面换白大理石", "image_path": "images/persona_005/T04_complex_77.jpg", "image_sha256": "53e7cee054e637542724cd644b395121265a1e58c43d8751613625a871cc4ede", "width": 500, "height": 500, "instruction": "Change only the vanity countertop to a white-marble material finish, keeping both sinks, faucets and ornaments.", "instruction_zh_review": "仅把盥洗台面改成白大理石材质，保留双水槽、龙头和装饰。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "77", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Change the countertop texture to a white marble finish.", "native_label": [ "Change Color" ], "selected_sequence_indices_zero_based": [ 4 ], "original_sequence": [ { "name": "Change Background", "instruction": "Replace the reflection in the mirrors to show a window overlooking a garden." }, { "name": "Adjust Lighting", "instruction": "Increase ambient lighting." }, { "name": "Remove an Object", "instruction": "Eliminate the soapdish near the right sink." }, { "name": "Replace an Object", "instruction": "Replace the black faucet with a stainless-steel one." }, { "name": "Change Color", "instruction": "Change the countertop texture to a white marble finish." }, { "name": "Add an Object", "instruction": "Place a small potted plant next to the left sink." }, { "name": "Resize an Object", "instruction": "Make the ornamental vase slimmer." }, { "name": "Apply Filter/Weather", "instruction": "Apply a warm filter." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留白大理石台面；按真实材质属性解析，不沿用来源可能混杂的颜色标签。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P06", "type": "Entity", "role": "target_entity", "resolved_value": "saved_bathroom_vanity_countertop", "personalization_required": true, "knowledge_refs": [ "F_VANITY_SAMPLE" ], "personalized_surface": "the countertop sample I saved", "entity_category": "Countertop", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.02, 0.35, 0.99, 0.79 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P07", "type": "Attribute", "role": "result_attribute", "resolved_value": { "material": "white_marble" }, "personalization_required": true, "knowledge_refs": [ "A_VANITY_MATERIAL" ], "personalized_surface": "the vanity material I picked" } ], "operation_id": "T04.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础明确有浴室更新计划；此图为样板参考，不等于自有双盆浴室。", "visual_review": { "status": "source_visually_checked_draft", "check": "Countertop is broad and visible; do not replace sinks or reshape the vanity." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T05", "title_zh": "明天才吃的饼干先拿掉", "image_path": "images/persona_005/T05_imgedit_1167.jpg", "image_sha256": "097baf9a64a7133472be1159d6a486711b23d4cebb98199a8845537e37206eee", "width": 1280, "height": 720, "instruction": "Remove the plate of biscuits at the bottom left of the photo, keeping the teapot and flowers.", "instruction_zh_review": "移除照片左下的整盘饼干，保留茶壶和花。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "1167", "original_image_path": "compose/objects/15.jpg", "original_instruction": "Remove the object in the foreground, and adjust the brightness of the background to make it lighter.", "native_label": "compose", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "clarify_serving_unit", "reason_zh": "保留原删饼干目标，按图中盘装食物将整盘作为删除单位，不删桌上其他东西。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Remove", "arguments": [ { "argument_id": "P08", "type": "Entity", "role": "target_entity", "resolved_value": "foreground_plate_of_biscuits", "personalization_required": true, "knowledge_refs": [ "F_BISCUITS_SAVED" ], "personalized_surface": "the biscuits I put aside for tomorrow", "entity_category": "FoodServing", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0.65, 0.56, 0.98 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T05.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通家庭点心；留到明天的事实是按任务补充，不涉及医疗或节食理由。", "visual_review": { "status": "source_visually_checked_draft", "check": "Delete the complete foreground serving, naturally fill the exposed table, preserve teapot and bouquet." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T06", "title_zh": "餐照轻度恢复细节", "image_path": "images/persona_005/T06_gedit_1202.jpg", "image_sha256": "dc5b55001c58ef1799369f8fc0fc522ea887f490e4ae70274657cf1630c77123", "width": 480, "height": 576, "instruction": "Gently recover image detail in the restaurant snapshot, preserving natural skin and food textures without harsh edge sharpening.", "instruction_zh_review": "轻度恢复餐厅随拍细节，保留自然肤质与食物纹理，不加生硬锐化边。", "source": { "benchmark": "GEdit-Bench", "dataset": "stepfun-ai/GEdit-Bench", "revision": "50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "split": "train", "sample_id": "1202", "image_field": "input_image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/stepfun-ai/GEdit-Bench/tree/50766778e2a737474c7e9bdf84cdce82c3ea3f4f", "source_key": "c09e9a0c550da145d9afe12c543b0048", "original_instruction": "Enhance the clarity of this photo.", "native_label": "tone_transfer", "source_instruction_language": "en" }, "rewrite": { "kind": "specify_generic_enhancement", "reason_zh": "原通用增强明确为轻度细节恢复，不补精确锐化量或身份变化。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Retouch", "arguments": [ { "argument_id": "P09", "type": "Entity", "role": "target_entity", "resolved_value": "saved_dinner_photo", "personalization_required": true, "knowledge_refs": [ "F_DINNER_PICK" ], "personalized_surface": "the dinner photo I saved", "entity_category": "Photo", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0, 0, 1, 1 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P10", "type": "Attribute", "role": "result_attribute", "resolved_value": { "detail_recovery_strength": "gentle" }, "personalization_required": true, "knowledge_refs": [ "G_DINNER_DETAIL" ], "personalized_surface": "the detail level I like" } ], "operation_id": "T06.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通吃饭照片，不把图中女子认作女友。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve all dishes, faces and layout; no hallucinated lettering or facial detail.", "follow_up": "细节恢复的定性程度仍需后续评分口径与自然历史验证，不应要求从文字偏好恢复唯一算法。" }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T07", "title_zh": "动物照片试收藏的炭笔风", "image_path": "images/persona_005/T07_imgedit_718.jpg", "image_sha256": "d4de9789d29ea91418f5569d5604a823eb621fa75f29c701c90900e03e7b98eb", "width": 1024, "height": 1024, "instruction": "Render the horse photo as a dramatic charcoal drawing.", "instruction_zh_review": "把马的照片改成有表现力的炭笔画。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "718", "original_image_path": "style/000308736.jpg", "original_instruction": "Transfer the image into a dramatic charcoal-drawing style.", "native_label": "style", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "retain_original_intent", "reason_zh": "保留原戏剧性炭笔画意图；画中动物不自动成为个人宠物。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Restyle", "arguments": [ { "argument_id": "P11", "type": "Attribute", "role": "result_attribute", "resolved_value": { "rendering_style": "dramatic_charcoal_drawing" }, "personalization_required": true, "knowledge_refs": [ "G_CHARCOAL" ], "personalized_surface": "the charcoal look I save for wall prints" } ], "operation_id": "T07.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通画作收藏参考，不另加养马经历。", "visual_review": { "status": "source_visually_checked_draft", "check": "Preserve horse anatomy, pose and composition while changing rendering style." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T08", "title_zh": "长小的礼服换常买的背包", "image_path": "images/persona_005/T08_imgedit_632.jpg", "image_sha256": "1ba4068f585ac2c5f04eac893a09d72b99e3bdb8c0beab8db0298284519fff96", "width": 1024, "height": 1024, "instruction": "Replace the outgrown little party dress in the flat-lay with a small red canvas backpack.", "instruction_zh_review": "把平铺的小礼服换成小号红色帆布背包。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "632", "original_image_path": "daily object/000340873.jpg", "original_instruction": "Replace the dress in the image with a red backpack.", "native_label": "replace", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "instantiate_reference_material", "reason_zh": "保留小礼服换红背包，补常见帆布面料；颜色和面料共同定位General Entity引用。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Replace", "arguments": [ { "argument_id": "P12", "type": "Entity", "role": "target_entity", "resolved_value": "outgrown_party_dress", "personalization_required": true, "knowledge_refs": [ "F_OUTGROWN_DRESS" ], "personalized_surface": "the party dress we outgrew", "entity_category": "Clothing", "entity_kind": "General Entity", "visual_grounding": { "bbox": [ 0.12, 0.03, 0.89, 0.97 ] }, "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P13", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "Backpack", "color": "red", "fabric": "canvas" }, "personalization_required": true, "knowledge_refs": [ "A_BACKPACK_COLOR", "A_BACKPACK_FABRIC" ], "personalized_surface": "a backpack in my usual color and fabric", "entity_category": "Backpack", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" } ], "operation_id": "T08.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "基础有幼儿；不推断性别，不为礼服增加另一个孩子。", "visual_review": { "status": "source_visually_checked_draft", "check": "One clothing item is replaced by one backpack; preserve the flat-lay background." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T09", "title_zh": "露营桌椅放在不挡帐篷处", "image_path": "images/persona_005/T09_imgedit_110.jpg", "image_sha256": "22b5bbb9f338d9d33dfe54dba37c46ddc9dd3bcd8ffa9e3817e9740f8ee73dbd", "width": 1024, "height": 1024, "instruction": "Add one wooden picnic table with two matching chairs on the flat grassy foreground left of the tent, clear of its entrance.", "instruction_zh_review": "在帐篷左侧前景平草地加一张木野餐桌与两把配套椅，不挡入口。", "source": { "benchmark": "ImgEdit-Bench Basic", "dataset": "PKU-YuanGroup/ImgEdit", "revision": "b79848168744c8db8389086d01fe3def1758aa45", "split": "Basic/singleturn", "sample_id": "110", "original_image_path": "for_add/000313906.jpg", "original_instruction": "Add a picnic table with a couple of chairs in the grassy area near the tent, to create a cozy outdoor scene.", "native_label": "add", "metadata_url": "https://github.com/PKU-YuanGroup/ImgEdit/blob/b79848168744c8db8389086d01fe3def1758aa45/Benchmark/Basic/basic_edit.json", "asset_archive_sha256": "d59ed1d4f68bfd068667ae76c98619e59ade30a5434fe9237cf10bb79450786e" }, "rewrite": { "kind": "instantiate_material_and_clearance", "reason_zh": "保留帐篷附近加野餐桌椅，明确木材及不挡入口的左侧空地；一组桌椅按集合实体解析，不拆成三个Add。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Add", "arguments": [ { "argument_id": "P14", "type": "Entity", "role": "reference_entity", "resolved_value": { "category": "PicnicFurnitureSet", "material": "wood", "members": "one table and two chairs" }, "personalization_required": true, "knowledge_refs": [ "A_PICNIC_SET" ], "personalized_surface": "a picnic set in the material I usually choose", "entity_category": "PicnicFurnitureSet", "entity_kind": "General Entity", "resolution_method": "general_entity_plus_category_preference_or_contextual_fact" }, { "argument_id": "P15", "type": "Placement", "role": "destination", "resolved_value": { "relation": "left_of", "anchor": "tent", "support": "flat grassy foreground clear of the tent entrance" }, "personalization_required": true, "knowledge_refs": [ "S_CAMP_CLEAR" ], "personalized_surface": "where I set up without blocking the tent" } ], "operation_id": "T09.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通家庭出游情境，不把露营追加为必需职业或长期专长。", "visual_review": { "status": "source_visually_checked_draft", "check": "Open grass left of the existing tent can fit a modest set; preserve tent, fence and landscape." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" }, { "task_id": "T10", "title_zh": "家用冰箱试拉丝不锈钢", "image_path": "images/persona_005/T10_complex_22.jpg", "image_sha256": "bfc8756b58f35cd745b4c2985ea70ba72e5c27c5ceddee5c2d5e5d0c38f81862", "width": 500, "height": 500, "instruction": "Change the refrigerator body to brushed stainless steel, preserving all magnets, photographs and the handle.", "instruction_zh_review": "把冰箱主体改成拉丝不锈钢，保留全部磁贴、照片与把手。", "source": { "benchmark": "Complex-Edit", "dataset": "UCSC-VLAA/Complex-Edit", "revision": "b0b8a81d740ae413d52572281a23dc975c4b4b91", "split": "test_real", "sample_id": "22", "image_field": "image", "asset_access": "Hugging Face dataset viewer cached image; stored bytes retained without editing", "url": "https://huggingface.co/datasets/UCSC-VLAA/Complex-Edit/tree/b0b8a81d740ae413d52572281a23dc975c4b4b91", "original_instruction": "Change the main refrigerator body to a stainless steel metallic texture.", "native_label": [ "Change Color" ], "selected_sequence_indices_zero_based": [ 4 ], "original_sequence": [ { "name": "Remove an Object", "instruction": "Remove all magnets and photos from the refrigerator." }, { "name": "Add an Object", "instruction": "Place a single large magnet with a geometric pattern centered on the refrigerator door." }, { "name": "Change Background", "instruction": "Replace the kitchen background with a minimalistic modern home environment." }, { "name": "Add Text", "instruction": "Insert the text 'Grocery List' at the top of the refrigerator door in a stylish font." }, { "name": "Change Color", "instruction": "Change the main refrigerator body to a stainless steel metallic texture." }, { "name": "Add an Object", "instruction": "Place a handwritten note under the large magnet on the door." }, { "name": "Adjust Lighting", "instruction": "Enhance the scene's lighting." }, { "name": "Apply Filter/Weather", "instruction": "Apply a soft bright filter to the image." } ], "preceding_steps_applied": false, "dependency_review": "Selected objects and spatial anchors are visible in the original source. No preceding sequence steps are applied or required; task-specific visual review records exclusions." }, "rewrite": { "kind": "clarify_finish_and_preservation", "reason_zh": "保留冰箱变不锈钢，并明确拉丝效果；不执行前序删除磁贴、加图案磁铁或改背景。", "source_target_reuse": "not_assumed" }, "operations": [ { "operation": "Attribute Modification", "arguments": [ { "argument_id": "P16", "type": "Entity", "role": "target_entity", "resolved_value": "E_FRIDGE", "personalization_required": true, "knowledge_refs": [ "E_FRIDGE" ], "personalized_surface": "our fridge", "entity_category": "Refrigerator", "entity_kind": "Personalized Entity", "visual_grounding": { "bbox": [ 0.16, 0.04, 0.96, 0.99 ] }, "resolution_method": "personalized_entity_identity" }, { "argument_id": "P17", "type": "Attribute", "role": "result_attribute", "resolved_value": { "body_material": "brushed_stainless_steel" }, "personalization_required": true, "knowledge_refs": [ "A_FRIDGE_MATERIAL" ], "personalized_surface": "the fridge finish I picked" } ], "operation_id": "T10.O1" } ], "atomic_operation_count": 1, "matching_notes_zh": "普通居家材质预览；磁贴不等同基础简介的小交通代币收藏。", "visual_review": { "status": "source_visually_checked_draft", "check": "Keep every original magnet and photo; tiny photo faces are not separate user entities." }, "preservation_constraints": [ "Keep unrelated scene content and identity unchanged." ], "evidence_status": "profile knowledge planned; natural daily history pending" } ] } ] }