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Datasets:
PatrickZZZ
/
PAPE_Dataset

Tasks:
Image-to-Image
Image Segmentation
Languages:
English
Chinese
Size:
10K<n<100K
Tags:
image-editing
image-forensics
forgery-localization
License:
Dataset card Files
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  1. .gitattributes +51 -0
  2. COCO/README.md +63 -0
  3. COCO/flux2_dev/masks/normal/000000022759_猫_C4_scene_context__en_normal_mask.png +3 -0
  4. COCO/flux2_dev/masks/normal/000000022963_门_C6_interaction_relation__en_normal_mask.png +3 -0
  5. COCO/flux2_dev/masks/normal/000000025649_热狗_C2_spatial_relation__en_normal_mask.png +3 -0
  6. COCO/flux2_dev/masks/normal/000000025723_冰箱_C3_function_affordance__zh_normal_mask.png +3 -0
  7. COCO/flux2_dev/masks/normal/000000028263_三明治_C4_scene_context__en_normal_mask.png +3 -0
  8. COCO/flux2_dev/masks/normal/000000028417_马_C2_spatial_relation__en_normal_mask.png +3 -0
  9. COCO/flux2_dev/masks/normal/000000030457_蜂鸟喂食器_C2_spatial_relation__en_normal_mask.png +3 -0
  10. COCO/flux2_dev/masks/normal/000000031578_长颈鹿_C4_scene_context__en_normal_mask.png +3 -0
  11. COCO/flux2_dev/masks/normal/000000032244_大象_C3_function_affordance__zh_normal_mask.png +3 -0
  12. COCO/flux2_dev/masks/normal/000000063525_笔记本电脑_C3_function_affordance__en_normal_mask.png +3 -0
  13. COCO/flux2_dev/masks/normal/000000063890_冲浪者_C5_biological_structure__zh_normal_mask.png +3 -0
  14. COCO/flux2_dev/masks/normal/000000064150_柯氏时钟指针_C6_interaction_relation__en_normal_mask.png +3 -0
  15. COCO/flux2_dev/masks/normal/000000065943_马_C4_scene_context__en_normal_mask.png +3 -0
  16. COCO/flux2_dev/masks/normal/000000066028_红色抹布_C3_function_affordance__en_normal_mask.png +3 -0
  17. COCO/flux2_dev/masks/normal/000000066878_长椅_图像左下角__C1_physical_attribute__en_normal_mask.png +3 -0
  18. COCO/flux2_dev/masks/normal/000000069842_车门_C1_physical_attribute__zh_normal_mask.png +3 -0
  19. COCO/flux2_dev/masks/normal/000000069928_大象雕塑_C6_interaction_relation__en_normal_mask.png +3 -0
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  25. COCO/flux2_dev/masks/normal/000000096207_白色卡车_C3_function_affordance__zh_normal_mask.png +3 -0
  26. COCO/flux2_dev/masks/normal/000000097857_黄色校车_C2_spatial_relation__zh_normal_mask.png +3 -0
  27. COCO/flux2_dev/masks/normal/000000101094_大象_C1_physical_attribute__zh_normal_mask.png +3 -0
  28. COCO/flux2_dev/masks/normal/000000101535_料理机_C1_physical_attribute__en_normal_mask.png +3 -0
  29. COCO/flux2_dev/masks/normal/000000103393_自行车_C5_biological_structure__zh_normal_mask.png +3 -0
  30. COCO/flux2_dev/masks/normal/000000104825_巧克力蛋糕_C1_physical_attribute__en_normal_mask.png +3 -0
  31. COCO/flux2_dev/masks/normal/000000105529_电视_C4_scene_context__zh_normal_mask.png +3 -0
  32. COCO/flux2_dev/masks/normal/000000107157_锅_C1_physical_attribute__zh_normal_mask.png +3 -0
  33. COCO/flux2_dev/masks/normal/000000107427_马桶_C3_function_affordance__zh_normal_mask.png +3 -0
  34. COCO/flux2_dev/masks/normal/000000107571_毛绒玩具熊猫_C4_scene_context__en_normal_mask.png +3 -0
  35. COCO/flux2_dev/masks/normal/000000108315_红色书籍_C1_physical_attribute__en_normal_mask.png +3 -0
  36. COCO/flux2_dev/masks/normal/000000110490_人_C5_biological_structure__zh_normal_mask.png +3 -0
  37. COCO/flux2_dev/masks/normal/000000110761_男子_图像中间位置__C4_scene_context__en_normal_mask.png +3 -0
  38. COCO/flux2_dev/masks/normal/000000112031_西装男子_C6_interaction_relation__zh_normal_mask.png +3 -0
  39. COCO/flux2_dev/masks/normal/000000114698_铁路道闸杆_C5_biological_structure__zh_normal_mask.png +3 -0
  40. COCO/flux2_dev/masks/normal/000000115345_婚礼蛋糕_C3_function_affordance__en_normal_mask.png +3 -0
  41. COCO/flux2_dev/masks/normal/000000116402_成年女性_C2_spatial_relation__en_normal_mask.png +3 -0
  42. COCO/flux2_dev/masks/normal/000000117360_巧克力碎屑甜甜圈_C5_biological_structure__zh_normal_mask.png +3 -0
  43. COCO/flux2_dev/masks/normal/000000120376_奶瓶_C6_interaction_relation__zh_normal_mask.png +3 -0
  44. COCO/flux2_dev/masks/normal/000000121016_西兰花_C6_interaction_relation__zh_normal_mask.png +3 -0
  45. COCO/flux2_dev/masks/normal/000000121521_茶杯与茶托_C2_spatial_relation__en_normal_mask.png +3 -0
  46. COCO/flux2_dev/masks/normal/000000121754_行李车_C1_physical_attribute__en_normal_mask.png +3 -0
  47. COCO/flux2_dev/masks/normal/000000121824_壁炉_C3_function_affordance__en_normal_mask.png +3 -0
  48. COCO/flux2_dev/masks/normal/000000122539_摩托车_C2_spatial_relation__zh_normal_mask.png +3 -0
  49. COCO/flux2_dev/masks/normal/000000123412_树木_C5_biological_structure__zh_normal_mask.png +3 -0
  50. COCO/flux2_dev/masks/normal/000000123923_大象_C3_function_affordance__zh_normal_mask.png +3 -0
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+ # PAPE — COCO
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+
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+ Real COCO photographs edited by four image-editing models. Each manifest row is one language-specific pair: the source image, a semantically normal replacement, a semantically abnormal replacement of the same object, and a binary mask for each edit. Every pair in this folder has normal/abnormal mask IoU of at least 0.5.
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+
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+ 2,000 distinct COCO image ids are included. A source image can appear more than once when several objects, anomaly categories, or languages were edited.
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+
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+ ## Counts
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+
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+ | Editor | Directory | Pairs | Chinese | English |
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+ | --- | --- | ---: | ---: | ---: |
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+ | Qwen-Image-Edit-2511 | `qwen_image_edit_2511` | 3,754 | 1,864 | 1,890 |
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+ | FireRed-Image-Edit-1.1 | `firered_image_edit_1.1` | 3,832 | 1,915 | 1,917 |
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+ | LongCat-Image-Edit | `longcat_image_edit` | 3,511 | 1,706 | 1,805 |
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+ | FLUX.2-dev | `flux2_dev` | 3,571 | 1,744 | 1,827 |
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+ | Total | | 14,668 | 7,229 | 7,439 |
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+
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+ ## Split
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+
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+ `splits/split_seed2026.json` assigns COCO `image_id` values with seed 2026: 1,600 train, 200 validation, and 200 test. The same image id is used for every editor. ImageNet and Places are held out as test.
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+
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+ ## Files
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+
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+ ```text
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+ <edit_model>/
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+ manifest.jsonl
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+ source/ JPEG, suffix .jpg
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+ normal/ PNG
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+ abnormal/ PNG
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+ masks/normal/ PNG
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+ masks/abnormal/ PNG
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+ ```
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+
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+ Filenames follow `{sample_id}__{language}_{role}`, with roles `source`, `normal`, `abnormal`, `normal_mask`, and `abnormal_mask`.
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+
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+ `manifest.jsonl` fields used to load a row:
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+
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+ | Field | Meaning |
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+ | --- | --- |
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+ | `sample_id` | Source image, target object, and anomaly id |
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+ | `image_id` | COCO file id, also the split key |
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+ | `language` | `zh` or `en` |
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+ | `edit_model_name` | Editor directory name |
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+ | `anomaly_type` | One category below |
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+ | `iou` | IoU between the normal and abnormal masks |
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+ | `normal_prompt`, `abnormal_prompt` | Instructions applied to produce this row |
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+ | `normal_prompt_zh`, `normal_prompt_en`, `abnormal_prompt_zh`, `abnormal_prompt_en` | Bilingual prompt fields stored with the row |
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+
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+ `source_paths` and `export_paths` are absolute paths from the original export machine. Load images from `source/`, `normal/`, `abnormal/`, and `masks/` in this folder.
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+
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+ ## Anomaly categories
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+
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+ | Id | Pairs | Share | Abnormal edit |
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+ | --- | ---: | ---: | --- |
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+ | `C1_physical_attribute` | 3,566 | 24.3% | Material or physical state is not one the object can have |
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+ | `C2_spatial_relation` | 1,965 | 13.4% | Support, contact, containment, or scale is inconsistent |
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+ | `C3_function_affordance` | 2,477 | 16.9% | The object does not support the use shown in the edit |
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+ | `C4_scene_context` | 2,008 | 13.7% | A recognizable object does not belong in the scene |
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+ | `C5_biological_structure` | 2,392 | 16.3% | Anatomy, part count, or bodily configuration is inconsistent |
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+ | `C6_interaction_relation` | 2,260 | 15.4% | An action or relation between entities is incoherent |
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+
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+ The normal edit replaces the same object in a semantically ordinary way. Both edits are meant to keep location, scale, lighting, and viewpoint close to each other.
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+
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+ COCO photographs remain under the COCO dataset terms. This folder does not relicense them.
COCO/flux2_dev/masks/normal/000000022759_猫_C4_scene_context__en_normal_mask.png ADDED

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Git LFS Details

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  • Size of remote file: 1.82 kB
COCO/flux2_dev/masks/normal/000000025723_冰箱_C3_function_affordance__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 80d0931925899d5070b95f16c25b3d4d11f8547f729b63f0dca1c29e03f5b03a
  • Pointer size: 129 Bytes
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COCO/flux2_dev/masks/normal/000000028263_三明治_C4_scene_context__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 378f51eec5de0ff5c40f4f18ea4ac4b18212d774a1167e145de7b8e0bec2a9fa
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COCO/flux2_dev/masks/normal/000000028417_马_C2_spatial_relation__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: c9f96604dacf68d0a98efedd75f024fda903d486654b41a68adaa8c6275e2a3c
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Git LFS Details

  • SHA256: ee0e79534ee1458ed4c262ae5c36cbc5eca25a8ed6bde70539acf211f2da7e8a
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COCO/flux2_dev/masks/normal/000000031578_长颈鹿_C4_scene_context__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 92c74d48d10c7e09d014fa0fae0bf963d79855a3c2b83f3bb77ea20701db5ce6
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COCO/flux2_dev/masks/normal/000000032244_大象_C3_function_affordance__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 674898f09b898670aab0fa884cc0d75b0dbcdf816f9b32e6d1278dffbf4232f6
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Git LFS Details

  • SHA256: fa82c71d78b7dfde386885bcc0efb739318ff0d984384b6c6efc61540c1151e5
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COCO/flux2_dev/masks/normal/000000063890_冲浪者_C5_biological_structure__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 04f90a013b7edd8005ff86c044d7ec4d7ae408750c64c8093dea52eefc248a0e
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Git LFS Details

  • SHA256: f2c0aaed211c69beab42dc719321c869603080a96ffd16734295266bacd3f50e
  • Pointer size: 129 Bytes
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COCO/flux2_dev/masks/normal/000000065943_马_C4_scene_context__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 7e444a257e11fb620c9350dbdcd793b9c7e3ff8c59b46499af4f8bad350d007c
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COCO/flux2_dev/masks/normal/000000066028_红色抹布_C3_function_affordance__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 9077dc21df953db1f5b98c6fffe20c54fb803553236111c72ca3824c2f13c895
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Git LFS Details

  • SHA256: 7fb4a57906b40d397b831260c6d7d4d950fda64ff6df1b909b23434ce055efb5
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Git LFS Details

  • SHA256: 70104c326788f0914eb603bcf9bf98e51edf921edbbb80c5fae5dec842c9d552
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Git LFS Details

  • SHA256: b53355d270de112b7c37c490d668b6a9accd7e94ab33b70573cbf4c9956e8717
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Git LFS Details

  • SHA256: 987ae42e677097a717f741c19a7c1556f3da3157a3690e446444bece6f052dac
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COCO/flux2_dev/masks/normal/000000094863_雕像_C5_biological_structure__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 6b15962414d1b684a2d6d25c4f3b6d92686e93f7b85b7c8a1640dbd786117fc8
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Git LFS Details

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Git LFS Details

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Git LFS Details

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COCO/flux2_dev/masks/normal/000000096207_白色卡车_C3_function_affordance__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: a9e05f7f3dca73ff12b2fd823371d78c99b045d18cc34402dd372dd471b7ccb7
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COCO/flux2_dev/masks/normal/000000097857_黄色校车_C2_spatial_relation__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: af39967cb405af2f8f40a05446d1077c2919d6696fd1c5ec50c5cf28c2032faa
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COCO/flux2_dev/masks/normal/000000101094_大象_C1_physical_attribute__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: f8d5e9f5ce71053740caeeecd5e8dd29a0887162988e359efd9052b7ec2ce8ab
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Git LFS Details

  • SHA256: f4362293a02686f05022d1b362ba906263e0b1774e451a20d11dde7f429db47a
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COCO/flux2_dev/masks/normal/000000103393_自行车_C5_biological_structure__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 1a1ce4a1837831aa0692e61f2786f18dadb860ea2141dd570a553f151752af58
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COCO/flux2_dev/masks/normal/000000104825_巧克力蛋糕_C1_physical_attribute__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: ea17edb91be63febbdd0119e171b6366c3f9d97a9d84ca218147c436ab7169f5
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Git LFS Details

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COCO/flux2_dev/masks/normal/000000107157_锅_C1_physical_attribute__zh_normal_mask.png ADDED

Git LFS Details

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Git LFS Details

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COCO/flux2_dev/masks/normal/000000107571_毛绒玩具熊猫_C4_scene_context__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: dd74b03e57d306ffdde2f760e5632118e552b74530b4d667ebcc83b8347aa59d
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COCO/flux2_dev/masks/normal/000000108315_红色书籍_C1_physical_attribute__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 1e4bfe079a6581d52ba459c69d91d997a1d1f420376b8267fc12fc76896e58ed
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COCO/flux2_dev/masks/normal/000000110490_人_C5_biological_structure__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 380d4368b58f1d7f3300b9805bc2e0a62ff7cc596b28eb5aa230fc9ec7d3a76a
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COCO/flux2_dev/masks/normal/000000110761_男子_图像中间位置__C4_scene_context__en_normal_mask.png ADDED

Git LFS Details

  • SHA256: 0280e0228796c0f9594491e24210ae8c29ebf4318245d77585d4e59a0a3cb7b6
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Git LFS Details

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Git LFS Details

  • SHA256: abf2555a5b6fc3d18aa6ea27888f86c2cdfd8ca4ca1ef64128ec142e40b5f0d8
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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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Git LFS Details

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COCO/flux2_dev/masks/normal/000000122539_摩托车_C2_spatial_relation__zh_normal_mask.png ADDED

Git LFS Details

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COCO/flux2_dev/masks/normal/000000123412_树木_C5_biological_structure__zh_normal_mask.png ADDED

Git LFS Details

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COCO/flux2_dev/masks/normal/000000123923_大象_C3_function_affordance__zh_normal_mask.png ADDED

Git LFS Details

  • SHA256: 4a22ef858a8386dc898596244eeaec3e4906ead795bd3789887a2dfaf1e91a0c
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