正式数据构建稿 · 待审核

Khoa Bui · persona_001

100 位 V3 基础人物已固定顺序;目前 5 位完成图文构建稿,本页为其中一位的10个任务。英文为本轮评估语言,中文用于审核。

农业保育规划师,与妻子和一只狗生活,平日修老Chevy、调音响,也喜欢喜剧、排舞和记录甜瓜品种。基础信息仅作弱约束;本轮额外知识按10条匹配任务补充。

Agricultural conservation planner · Bachelor's degree in Environmental Science · 未提供数值年龄;按职业与教育背景推定为成年人

10 张不同原图 · 10 条命令 · 12 个原子操作 · 22 个个性化参数 · 8 类操作

Add 1 · Attribute Modification 2 · Remove 2 · Background 2 · Replace 2 · Move 1 · Retouch 1 · Restyle 1

优先核查T04左缘小花束的可评分性,以及T07聚合请求是否能由未来日常历史充分支撑。T03有两个人物候选;T07只有一张脸,身份选择较简单。 所有实体和偏好仍为构建稿,尚无长期历史或编辑结果。

其他人物:Azusa Bessho · Hayes Jorgensen · Folarin Ezeani · Xandro Panganiban

填写逐条或整体意见后,点击顶部“导出意见JSON”,把文件作为附件交回 jian_lang@std.uestc.edu.cn。意见先保存在当前浏览器;导出或交回后才会进入本轮收集。

整组图片与基础人物信息(已清理、统一字段)10 source images
{
  "source": {
    "dataset": "bowen-upenn/PersonaMem-v3",
    "revision": "7b00a090b35b7293e6efeeb19494207f32b5a9ee",
    "source_persona_id": "20",
    "path": "backend/20/profile.json",
    "raw_sha256": "9015ec4e3dbc1b7f6a7da2de45309f5d7a5c4b7007d15b4a90c647bb32ba95e7"
  },
  "basic_profile": {
    "name": "Khoa Bui",
    "age": null,
    "gender": "cisgender male, heterosexual",
    "nationality": null,
    "languages": [],
    "location": {
      "city": null,
      "region": null,
      "country": null,
      "description": null
    },
    "education": {
      "degrees": [
        "Bachelor's degree in Environmental Science"
      ],
      "fields": [],
      "institutions": []
    },
    "occupation": {
      "title": "Agricultural conservation planner",
      "organization": null,
      "industry": null,
      "status": null
    },
    "relationship_status": null,
    "summary": null,
    "biography": "Khoa spends his workdays visiting farms, checking erosion controls, and helping landowners plan cover crops and water-saving improvements. After hours, he is usually in the garage tuning the audio system in his old Chevy truck or watching live stand-up clips with his wife while their dog begs for scraps. He keeps a close eye on Kansas hail alerts because one bad storm can wreck both fields and freshly painted fenders. On weekends he lifts at a no-frills gym, goes line dancing when friends drag him out, and maintains a surprisingly careful notebook of heirloom melon varieties he wants to grow someday.",
    "hobbies": [],
    "personality": {
      "traits": [],
      "values": [],
      "quirks": [],
      "big_five": {
        "openness": "medium",
        "conscientiousness": "high",
        "extraversion": "medium",
        "agreeableness": "low",
        "neuroticism": "low"
      }
    },
    "additional": {
      "social_connections": [
        {
          "friend_id": "friend_1",
          "display_name": "Kien Bui",
          "relationship_depth": "close",
          "shared_interests": [
            "truck restoration",
            "old Chevy trucks",
            "Kansas hail alerts"
          ]
        },
        {
          "friend_id": "friend_2",
          "display_name": "Kyle Brackett",
          "relationship_depth": "acquaintance",
          "shared_interests": [
            "no-frills gym",
            "line dancing"
          ]
        },
        {
          "friend_id": "friend_3",
          "display_name": "Kien Barta",
          "relationship_depth": "distant",
          "shared_interests": [
            "cover crops",
            "rural Kansas"
          ]
        },
        {
          "friend_id": "friend_4",
          "display_name": "Kasey Bloom",
          "relationship_depth": "close",
          "shared_interests": [
            "stand-up clips",
            "truck audio"
          ]
        },
        {
          "friend_id": "friend_5",
          "display_name": "Kurt Blevins",
          "relationship_depth": "acquaintance",
          "shared_interests": [
            "erosion controls",
            "farm visits"
          ]
        },
        {
          "friend_id": "friend_6",
          "display_name": "Khai Tran",
          "relationship_depth": "close",
          "shared_interests": [
            "lifting",
            "gearhead projects",
            "line dancing"
          ]
        },
        {
          "friend_id": "friend_7",
          "display_name": "Kent Boettcher",
          "relationship_depth": "acquaintance",
          "shared_interests": [
            "water-saving improvements",
            "local farms"
          ]
        },
        {
          "friend_id": "friend_8",
          "display_name": "Kara Beeson",
          "relationship_depth": "distant",
          "shared_interests": [
            "rural mutuals",
            "Kansas hail alerts"
          ]
        },
        {
          "friend_id": "friend_9",
          "display_name": "Kolby Burkholder",
          "relationship_depth": "acquaintance",
          "shared_interests": [
            "ATVs",
            "truck paint"
          ]
        },
        {
          "friend_id": "friend_10",
          "display_name": "Kimball Bowers",
          "relationship_depth": "distant",
          "shared_interests": [
            "conservation planning",
            "cover crops"
          ]
        }
      ]
    }
  },
  "adult_eligibility": {
    "status": "adult",
    "basis": "adult_career_and_education_context",
    "inferred": true,
    "numeric_age_provided": false
  },
  "persona_id": "persona_001"
}

T01 · 代步自行车停在码头老位置

Addcomponentwise
T01 source image
destination

ImgEdit-Bench Basic · 49 · 1024 × 1024

Add my errand bike here, parked where I usually leave it on the dock.

把我的代步自行车加上,停在码头的老位置。

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.

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。

匹配: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。

核查:Keep wheels on planks inside the dock; bicycle must not float beside the kayaks.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P01
Add
Entity / reference_entity
my errand bike
Personalized Entity
{
  "entity_id": "E_BIKE",
  "description": "black step-through bicycle with brown front basket"
}
E_BIKE
P02
Add
Placement / destination
where I usually leave it on the dock
{
  "relation": "leaning_against",
  "anchor": "nearest left dock post",
  "support": "wooden dock planks, inside the left edge"
}
S_DOCK_PARK
来源、改写和保留要求

Add a bicycle leaning against the pier in the foreground, positioned near the left side of the dock.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep kayaks, ropes, water and existing dock posts unchanged."
  ],
  "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."
  }
}

T02 · 代步自行车车架换色

Attribute Modificationcomponentwise
T02 source image
P03

ImgEdit-Bench Basic · 1103 · 1024 × 1024

Give my errand bike my favorite frame color.

代步自行车的车架,换成我最喜欢的颜色。

Change the black bicycle's frame color to red.

把黑色自行车的车架改成红色。

匹配: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。

核查:Only one bicycle; preference still needs retrieval.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P03
Attribute Modification
Entity / target_entity
my errand bike
Personalized Entity
"E_BIKE"
E_BIKE
P04
Attribute Modification
Attribute / result_attribute
my favorite frame color
{
  "frame_color": "red"
}
A_BIKE_FRAME_COLOR
来源、改写和保留要求

Change the bicycle's color to red.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep basket, saddle, tires, rack, frame shape and wall unchanged."
  ],
  "visual_review": {
    "status": "source_visually_checked_draft",
    "same_category_candidates": 1,
    "identity_shortcut": "Only one bicycle; preference still needs retrieval."
  }
}

T03 · 只留Kara,背景稍提亮

RemoveBackgroundcomponentwise
T03 source image
remove
keep

ImgEdit-Bench Basic · 1151 · 1280 × 720

Just keep Kara. Bring the background up to the brightness I like.

只留Kara,背景再提亮到我喜欢的程度。

Remove the blonde woman on the left. Slightly lift the darker curtain background toward soft daylight brightness while retaining window highlights.

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。

匹配: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。

核查:Remove only the left woman; Kara remains identifiable on the right. Gray curtain midtones permit a slight lift.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P05
Remove
Entity / target_entity
Just keep Kara
General Entity set
{
  "selection": "all_visible_people_except",
  "keep": "E_KARA",
  "remove": "left_blonde_woman"
}
E_KARA
P06
Background
Attribute / result_attribute
the brightness I like
{
  "strength": "slight_lift_of_darker_background_midtones",
  "appearance": "soft_natural_daylight",
  "highlights": "retain_window_detail"
}
G_PORTRAIT_BACKGROUND_LIGHT
来源、改写和保留要求

Remove the person on the left side of the image, and adjust the brightness of the background to make it appear lighter.

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": {
    "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"
  },
  "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."
  ],
  "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."
  }
}

T04 · 阅读角换书架和花材

ReplaceReplacecomponentwise
T04 source image
P07
P09

ImgEdit-Bench Basic · 629 · 1024 × 1024

Swap out my old reading chair for the kind of bookcase I go for, and change the birthday flowers to my favorite kind.

把旧阅读椅换成我常选的那种书架,生日那束花也换成我最爱的品种。

Replace the green armchair with a wooden bookshelf. Replace the cut flowers in the vase on the left side table with tulips.

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。

匹配: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。

核查:Review whether the small left-edge bouquet is large enough for reliable variety scoring.

参数绑定 · 4 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P07
Replace
Entity / target_entity
my old reading chair
Personalized Entity
"E_CHAIR"
E_CHAIR
P08
Replace
Entity / reference_entity
the kind of bookcase I go for
General Entity
{
  "category": "Bookshelf",
  "material": "wood"
}
A_BOOKCASE_MATERIAL
P09
Replace
Entity / target_entity
the birthday flowers
General Entity
"flowers_in_left_table_vase"
F_BIRTHDAY_FLOWERS
P10
Replace
Entity / reference_entity
my favorite kind
General Entity
{
  "category": "Flower",
  "variety": "tulip"
}
A_FLOWER_VARIETY
来源、改写和保留要求

Replace the green armchair in the image with a wooden bookshelf.

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": {
    "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"
  },
  "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."
  ],
  "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."
  }
}

T05 · 野餐刀放到吃饭习惯的位置

Movecomponentwise
T05 source image
P11
destination

Complex-Edit · 52 · 500 × 500

Put the borrowed knife where I usually leave one while I'm eating a sandwich.

借来的那把刀,挪到我吃三明治时习惯放它的位置。

Move the green-handled knife to the opposite side of the sandwich, on the white wrapping paper behind the sandwich.

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。

匹配: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。

核查:Use far-side white wrapper above the sandwich, applying natural depth perspective; do not place the knife on food or beyond the image.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P11
Move
Entity / target_entity
the borrowed knife
General Entity
"green_handled_serrated_knife"
F_BORROWED_KNIFE
P12
Move
Placement / destination
where I usually leave one while I'm eating a sandwich
{
  "relation": "behind",
  "anchor": "sandwich",
  "support": "white wrapping paper on the far side of the sandwich"
}
S_SANDWICH_KNIFE
来源、改写和保留要求

Move the knife to the opposite side of the sandwich.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep sandwich, wrapper and table surface unchanged; repair only the vacated knife region."
  ],
  "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."
  }
}

T06 · 随行杯材质预览

Attribute Modificationcomponentwise
T06 source image
P13

GEdit-Bench · 197 · 384 × 640

Make my travel cup out of the material I normally pick.

我的随行杯,换成我平常选的材质。

Change the body material of the pale cream travel cup held in the hand to ceramic.

把手中淡奶油色随行杯的杯身材质改成陶瓷。

匹配: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。

核查:Only one cup; avoid treating the holder as the user.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P13
Attribute Modification
Entity / target_entity
my travel cup
Personalized Entity
"E_CUP"
E_CUP
P14
Attribute Modification
Attribute / result_attribute
the material I normally pick
{
  "body_material": "ceramic"
}
A_CUP_MATERIAL
来源、改写和保留要求

把手中的水杯换成陶瓷材质

保留原始陶瓷材质任务,补充目标定位并限定杯身。

{
  "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"
  },
  "preservation_constraints": [
    "Keep cup color, round mark, shape, upper rim, hand, person and background unchanged."
  ],
  "visual_review": {
    "status": "source_visually_checked_draft",
    "same_category_candidates": 1,
    "identity_shortcut": "Only one cup; avoid treating the holder as the user."
  }
}

T07 · 聚合式人像请求

Retouchaggregated
T07 source image
P15

GEdit-Bench · 381 · 480 × 576

Freshen up Khai's face a bit.

把Khai的脸修精神点。

Retouch the man's face to subtly even the skin tone and gently soften under-eye shadows, retaining natural skin texture.

轻微均匀男子面部肤色、柔化眼下阴影,并保留自然肤质。

匹配: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。

核查:Confirm that the three preference fragments uniquely support this brief expansion; natural histories are still pending.

参数绑定 · 4 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P15
Retouch
Entity / target_entity
Khai's face
Personalized Entity
"E_KHAI.face"
E_KHAI
P16
Retouch
Attribute / result_attribute
Freshen up ... a bit
{
  "skin_tone_evenness": "subtly_even"
}
A_FACE_TONE
P17
Retouch
Attribute / result_attribute
Freshen up ... a bit
{
  "under_eye_shadow": "gently_softened"
}
A_FACE_SHADOW
P18
Retouch
Attribute / result_attribute
Freshen up ... a bit
{
  "skin_texture": "retain_natural_texture"
}
A_FACE_TEXTURE
来源、改写和保留要求

把我变帅

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": {
    "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"
  },
  "preservation_constraints": [
    "Preserve facial geometry, expression, age, hair, clothes, person identity and background.",
    "Use a subtle strength without inventing an exact numerical setting."
  ],
  "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."
  }
}

T08 · 风景变成收藏的画风

Restylecomponentwise
T08 source image

ImgEdit-Bench Basic · 696 · 1024 × 1024

Do this landscape in that painting style I keep saving.

这张风景,做成我一直收藏的那种画风。

Transfer the landscape into a loose, flowing watercolor-wash style.

把风景转换成松散、流动的水彩晕染画风。

匹配: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。

核查:Whole-frame style conversion; preserve lake, tree, mountains and composition.

参数绑定 · 1 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P19
Restyle
Attribute / result_attribute
that painting style I keep saving
{
  "rendering_style": "loose_flowing_watercolor_wash"
}
G_LANDSCAPE_STYLE
来源、改写和保留要求

Transfer the image into a loose, flowing watercolor-wash style.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep unrelated scene content unchanged."
  ],
  "visual_review": {
    "status": "source_visually_checked_draft",
    "check": "Whole-frame style conversion; preserve lake, tree, mountains and composition."
  }
}

T09 · 咖啡照片换背景台面

Backgroundcomponentwise
T09 source image

ImgEdit-Bench Basic · 292 · 1024 × 1024

Swap the backdrop I don't like for the surface I always pick for coffee shots.

把我不爱用的那种底板,换成我拍咖啡常选的台面。

Replace the whitewashed wood-plank surface behind the coffee with a marble countertop.

把咖啡照片的白色木板背景换成大理石台面。

匹配: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。

核查:Tabletop occupies the background. Preserve the cup, handle, coffee and heart-shaped arrangement of beans.

参数绑定 · 2 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P20
Background
Entity / target_entity
the backdrop I don't like
General Entity
{
  "category": "CoffeePhotoBackdrop",
  "surface_type": "whitewashed_wood_planks"
}
A_COFFEE_BACKDROP_AVOID
P21
Background
Entity / reference_entity
the surface I always pick for coffee shots
General Entity
{
  "category": "CoffeePhotoBackdrop",
  "surface_type": "marble_countertop"
}
A_COFFEE_BACKDROP_PICK
来源、改写和保留要求

Change the wooden surface background in the picture to a marble countertop.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep unrelated scene content unchanged."
  ],
  "visual_review": {
    "status": "source_visually_checked_draft",
    "check": "Tabletop occupies the background. Preserve the cup, handle, coffee and heart-shaped arrangement of beans."
  }
}

T10 · 清理已完成事项的提醒

Removecomponentwise
T10 source image
remove
remove
keep

GEdit-Bench · 806 · 608 × 448

Clear out the reminders I've already dealt with.

把已经办完的那些提醒清掉。

Remove the two upright yellow reminder notes leaning against the bottom of the monitor. Keep all notes lying flat on the desk.

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。

匹配: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。

核查:Two upright notes are deleted and flat desk notes remain. Completion status comes from profile facts, not inference from handwriting.

参数绑定 · 1 个参数
操作 / 参数个性化表达明确值 / Profile 依据
P22
Remove
Entity / target_entity
the reminders I've already dealt with
General Entity set
{
  "selection": "completed_reminders",
  "instances": "two_upright_yellow_monitor_notes"
}
F_DONE_REMINDERS F_PENDING_REMINDERS
来源、改写和保留要求

Remove the sticky notes next to the monitor.

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": {
    "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"
  },
  "preservation_constraints": [
    "Keep monitor, displayed spreadsheet, flat desk notes, keyboard, papers and cables unchanged."
  ],
  "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."
  }
}

Profile · 由匹配任务反向构建

属性修改均查询通用实体类别偏好。情境事实只用于本轮参数;位置条目记录特定实体或通用类别的生活语义、适用条件、目标位置和图中落点。

Personalized Entities · 5

E_BIKE

E_BIKE reference
{
  "category": "Bicycle",
  "name": "errand bike",
  "aliases": [
    "my errand bike"
  ],
  "relationship": "owned bicycle for short errands; constructed after task matching",
  "visual_identity_facts": [
    "black step-through frame",
    "brown front basket",
    "rear luggage rack and silver fenders"
  ],
  "source_task": "T02",
  "bbox": [
    0.03,
    0.12,
    0.99,
    0.99
  ],
  "supporting_tasks": [
    "T01",
    "T02"
  ],
  "note": "Current black appearance identifies the existing bike; red is a category preference for the independent color-preview task.",
  "visual_reference": "references/persona_001/E_BIKE.jpg",
  "reference_sha256": "bbe717a0e863b8b8701c94cbbfe853f930795d0ec2b50092fe1b384f8d89f643"
}

E_KARA

E_KARA reference
{
  "category": "Person",
  "name": "Kara Beeson",
  "aliases": [
    "Kara",
    "my friend Kara"
  ],
  "relationship": "friend",
  "visual_identity_facts": [
    "brunette woman with hair tied back",
    "woman seated on the right in T03",
    "black sleeveless top"
  ],
  "source_task": "T03",
  "bbox": [
    0.5,
    0.06,
    0.93,
    0.85
  ],
  "supporting_tasks": [
    "T03"
  ],
  "source_connection_ref": "basic_profile.additional.social_connections/7",
  "note": "Name and connection come from the v3 basic profile; the visual association is constructed for this benchmark draft.",
  "visual_reference": "references/persona_001/E_KARA.jpg",
  "reference_sha256": "ce182fd5876ed66ef307c15772a2b823e0336e9febde808e833f6c37f515fb69"
}

E_CHAIR

E_CHAIR reference
{
  "category": "Armchair",
  "name": "old reading chair",
  "aliases": [
    "my old reading chair"
  ],
  "relationship": "owned reading chair",
  "visual_identity_facts": [
    "pale green upholstery",
    "tall tufted back",
    "dark carved wood frame and curved armrests"
  ],
  "source_task": "T04",
  "bbox": [
    0.18,
    0.07,
    0.99,
    0.99
  ],
  "supporting_tasks": [
    "T04"
  ],
  "visual_reference": "references/persona_001/E_CHAIR.jpg",
  "reference_sha256": "e7907ed4c5a1291673d1bf075c3d3bde3e0389dd03a84ed88a95c43be387aaf2"
}

E_CUP

E_CUP reference
{
  "category": "TravelCup",
  "name": "travel cup",
  "aliases": [
    "my travel cup"
  ],
  "relationship": "owned by Khoa",
  "visual_identity_facts": [
    "pale cream body",
    "silver upper rim",
    "small round mark on body"
  ],
  "source_task": "T06",
  "bbox": [
    0.47,
    0.31,
    0.88,
    0.57
  ],
  "supporting_tasks": [
    "T06"
  ],
  "note": "The person holding the cup is ordinary scene context; she is not identified as Khoa.",
  "visual_reference": "references/persona_001/E_CUP.jpg",
  "reference_sha256": "afbfc53727ceb7875f356f08617cb9e2e9521be16387f04e7ad24e9e70cec2fd"
}

E_KHAI

E_KHAI reference
{
  "category": "Person",
  "name": "Khai Tran",
  "aliases": [
    "Khai",
    "my friend Khai"
  ],
  "relationship": "friend",
  "visual_identity_facts": [
    "short dark hair",
    "round face",
    "dark blue shirt in close selfie"
  ],
  "source_task": "T07",
  "bbox": [
    0.08,
    0.13,
    0.97,
    0.99
  ],
  "supporting_tasks": [
    "T07"
  ],
  "source_connection_ref": "basic_profile.additional.social_connections/5",
  "note": "Name and connection come from the v3 basic profile; the visual association is constructed for this benchmark draft.",
  "visual_reference": "references/persona_001/E_KHAI.jpg",
  "reference_sha256": "a410709597ad74ba64d58ea210d0a0fbab68131c099788224e5e154fd70e4e14"
}
General Entity Attribute Preferences · 9

A_BIKE_FRAME_COLOR

{
  "entity_category": "Bicycle",
  "dimension": "frame_color",
  "value": "red",
  "context": "errand bicycle frame color",
  "stance": "prefer",
  "supporting_tasks": [
    "T02"
  ]
}

A_BOOKCASE_MATERIAL

{
  "entity_category": "Bookshelf",
  "dimension": "material",
  "value": "wood",
  "context": "choosing shelves for books",
  "stance": "prefer",
  "supporting_tasks": [
    "T04"
  ]
}

A_FLOWER_VARIETY

{
  "entity_category": "Flower",
  "dimension": "variety",
  "value": "tulip",
  "context": "cut flowers for a room",
  "stance": "favorite",
  "supporting_tasks": [
    "T04"
  ]
}

A_CUP_MATERIAL

{
  "entity_category": "TravelCup",
  "dimension": "body_material",
  "value": "ceramic",
  "context": "choosing the material of a travel cup",
  "stance": "normally_choose",
  "supporting_tasks": [
    "T06"
  ]
}

A_FACE_TONE

{
  "entity_category": "PortraitFace",
  "dimension": "skin_tone_evenness",
  "value": "subtly_even",
  "context": "everyday close portrait appearance",
  "stance": "prefer",
  "supporting_tasks": [
    "T07"
  ],
  "candidate_daily_context": "choosing a portrait to share, commenting on uneven-looking illumination across a face"
}

A_FACE_SHADOW

{
  "entity_category": "PortraitFace",
  "dimension": "under_eye_shadow",
  "value": "gently_softened",
  "context": "everyday close portrait appearance",
  "stance": "prefer",
  "supporting_tasks": [
    "T07"
  ],
  "candidate_daily_context": "comparing close portraits taken in different light, preferring softer shadows around the eyes"
}

A_FACE_TEXTURE

{
  "entity_category": "PortraitFace",
  "dimension": "skin_texture",
  "value": "retain_natural_texture",
  "context": "everyday close portrait appearance",
  "stance": "prefer",
  "supporting_tasks": [
    "T07"
  ],
  "candidate_daily_context": "talking about why overly smooth profile pictures look artificial"
}

A_COFFEE_BACKDROP_AVOID

{
  "entity_category": "CoffeePhotoBackdrop",
  "dimension": "surface_type",
  "value": "whitewashed_wood_planks",
  "context": "top-down coffee photography only",
  "stance": "avoid",
  "supporting_tasks": [
    "T09"
  ]
}

A_COFFEE_BACKDROP_PICK

{
  "entity_category": "CoffeePhotoBackdrop",
  "dimension": "surface_type",
  "value": "marble_countertop",
  "context": "top-down coffee photography only",
  "stance": "normally_choose",
  "supporting_tasks": [
    "T09"
  ]
}
Global Preferences · 2

G_PORTRAIT_BACKGROUND_LIGHT

{
  "dimension": "background_brightness",
  "value": {
    "strength": "slight_lift_of_darker_background_midtones",
    "appearance": "soft_natural_daylight",
    "highlights": "retain_window_detail"
  },
  "context": "background of indoor snapshots of friends",
  "supporting_tasks": [
    "T03"
  ],
  "candidate_daily_context": "comparing indoor snapshots when choosing pictures for an album; no numeric exposure or editing algorithm implied"
}

G_LANDSCAPE_STYLE

{
  "dimension": "rendering_style",
  "value": "loose_flowing_watercolor_wash",
  "context": "landscape illustrations saved for their painting style",
  "supporting_tasks": [
    "T08"
  ],
  "candidate_daily_context": "saving and discussing landscape paintings, rather than repeated editing requests"
}
Position Preferences · 2

S_DOCK_PARK

{
  "owner": {
    "entity_id": "E_BIKE"
  },
  "semantic_key": "where I leave my errand bike when stopping to rest on a dock",
  "context": "wooden dock with a usable post along its left edge",
  "destination": {
    "relation": "leaning_against",
    "anchor": "nearest left dock post",
    "support": "wooden dock planks, inside the left edge"
  },
  "groundings": {
    "T01": {
      "anchor_bbox": [
        0.03,
        0.48,
        0.1,
        0.73
      ],
      "destination_region": [
        0.08,
        0.45,
        0.5,
        0.91
      ]
    }
  },
  "reference_forms": [
    "where I usually leave it on the dock",
    "my usual dock parking spot"
  ],
  "supporting_tasks": [
    "T01"
  ]
}

S_SANDWICH_KNIFE

{
  "owner": {
    "entity_category": "Knife"
  },
  "semantic_key": "where I put a knife to keep my side clear while eating a sandwich",
  "context": "sandwich on wrapping paper at a picnic table",
  "destination": {
    "relation": "behind",
    "anchor": "sandwich",
    "support": "white wrapping paper on the far side of the sandwich"
  },
  "groundings": {
    "T05": {
      "anchor_bbox": [
        0.04,
        0.15,
        1.0,
        0.61
      ],
      "destination_region": [
        0.24,
        0.01,
        0.99,
        0.23
      ]
    }
  },
  "reference_forms": [
    "where I usually leave one while eating a sandwich",
    "out of my way on the far side of lunch"
  ],
  "supporting_tasks": [
    "T05"
  ]
}
Contextual Facts · 4

F_BIRTHDAY_FLOWERS

{
  "category": "Flower",
  "fact": "The cut flowers in the small vase beside the old reading chair are the bouquet Khoa received for his birthday.",
  "grounding": {
    "task_id": "T04",
    "bbox": [
      0,
      0.35,
      0.11,
      0.49
    ],
    "description": "flowers in the vase on the left side table"
  },
  "supporting_tasks": [
    "T04"
  ]
}

F_BORROWED_KNIFE

{
  "category": "Knife",
  "fact": "For this picnic Khoa borrowed the green-handled serrated knife that is on the wrapper beside the sandwich.",
  "grounding": {
    "task_id": "T05",
    "bbox": [
      0.27,
      0.6,
      1.0,
      0.82
    ],
    "description": "green-handled knife in the foreground"
  },
  "supporting_tasks": [
    "T05"
  ]
}

F_DONE_REMINDERS

{
  "category": "StickyNote",
  "fact": "The two upright yellow notes leaning against the bottom of the monitor are reminders for last week's farm follow-up calls. Those calls are finished.",
  "grounding": {
    "task_id": "T10",
    "regions": [
      [
        0.24,
        0.23,
        0.47,
        0.48
      ],
      [
        0.51,
        0.27,
        0.61,
        0.46
      ]
    ],
    "description": "two upright monitor notes"
  },
  "supporting_tasks": [
    "T10"
  ]
}

F_PENDING_REMINDERS

{
  "category": "StickyNote",
  "fact": "The notes lying flat on the desk are for upcoming landowner planning meetings; these tasks are still pending.",
  "grounding": {
    "task_id": "T10",
    "bbox": [
      0.18,
      0.48,
      0.77,
      0.73
    ],
    "description": "flat desk notes"
  },
  "supporting_tasks": [
    "T10"
  ]
}
聚合表达与整人一致性核查
{
  "aggregated_expression_review": {
    "task_id": "T07",
    "eligible_reason": "A close face and a source beautification request naturally support a brief face-only request.",
    "expansion_refs": [
      "A_FACE_TONE",
      "A_FACE_SHADOW",
      "A_FACE_TEXTURE"
    ],
    "scope": "face appearance only; facial geometry, expression, age and hair remain unchanged",
    "fragment_support": "Plan separate everyday contexts for the preference fragments; no histories or evidence turns exist yet."
  },
  "coherence_review": {
    "owned_bikes": 1,
    "owned_pets": 1,
    "pets_added_by_edit_tasks": 0,
    "named_friends": [
      "Kara",
      "Khai"
    ],
    "image_people_are_not_automatically_user": true,
    "no_new_residence_or_profession_invented": true,
    "independent_source_tasks": true,
    "notes": [
      "Furniture photo is a rearrangement preview, not evidence of owning its whole room.",
      "Wood is preferred for bookshelves but avoided only as whitewashed planks in coffee-photo backgrounds.",
      "Global watercolor preference is restricted to landscape illustrations."
    ],
    "existing_basic_facts": "The source biography already includes a wife, one dog and an old Chevy truck. This task group adds no pet and does not identify the bicycle as that truck."
  }
}