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- .gitattributes +1 -0
- ImageNet/README.md +63 -0
- ImageNet/flux2_dev/abnormal/n01440764_12971_鱼_C3_function_affordance__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01443537_19077_金鱼_图像右侧中央__C1_physical_attribute__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01491361_12336_大白鲨_C1_physical_attribute__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01491361_5669_鲸鲨_C4_scene_context__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01491361_6698_鲨鱼_C2_spatial_relation__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01531178_15432_黄雀_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01534433_26102_鸟_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01560419_19008_果实_C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01582220_1131_鸟_C4_scene_context__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01582220_8952_喜鹊_C4_scene_context__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01608432_12939_猛禽_C2_spatial_relation__en_abnormal.png +3 -0
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- ImageNet/flux2_dev/abnormal/n01629819_28488_火蝾螈_C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01630670_1498_蝾螈_C1_physical_attribute__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01631663_3986_橙红色蝾螈_C1_physical_attribute__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01631663_5986_红点蝾螈_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01632458_6418_蝾螈_C6_interaction_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01632458_859_大鲵_C4_scene_context__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01641577_11375_青蛙_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01641577_17407_青蛙_C1_physical_attribute__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01644373_16902_青蛙_C4_scene_context__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01665541_7074_海龟_C6_interaction_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01669191_1263_乌龟_C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01669191_302_陆龟_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01675722_4209_壁虎_C4_scene_context__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01682714_4318_树枝_C3_function_affordance__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01685808_1474_蜥蜴_C5_biological_structure__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01687978_4246_鬃狮蜥_C2_spatial_relation__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01692333_9436_响尾蛇_C6_interaction_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01697457_8359_鳄鱼_C6_interaction_relation__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01728920_8789_蛇_C1_physical_attribute__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01729977_5838_蛇_C5_biological_structure__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01735189_16382_蛇_C1_physical_attribute__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01735189_19327_蛇_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01735189_20894_蛇_C1_physical_attribute__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01740131_10583_蛇_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01749939_9174_绿树蟒_C3_function_affordance__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01773157_5935_蜘蛛_C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01775062_1995_蜘蛛_C2_spatial_relation__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01797886_20611_鸟类_C1_physical_attribute__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01797886_20962_松鸡_C1_physical_attribute__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01797886_7790_鸟_C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01798484_10824_草原松鸡_C5_biological_structure__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01798484_11264_鸟_C6_interaction_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01798484_20184_草原松鸡_右侧跳跃__C2_spatial_relation__en_abnormal.png +3 -0
- ImageNet/flux2_dev/abnormal/n01807496_16129_岩鹧鸪_C6_interaction_relation__zh_abnormal.png +3 -0
- ImageNet/flux2_dev/manifest.jsonl +3 -0
.gitattributes
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@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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ImageNet/flux2_dev/manifest.jsonl filter=lfs diff=lfs merge=lfs -text
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ImageNet/README.md
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# PAPE — ImageNet
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Real ImageNet 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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2,500 distinct ImageNet 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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## Counts
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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` | 4,725 | 2,362 | 2,363 |
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| FireRed-Image-Edit-1.1 | `firered_image_edit_1.1` | 4,806 | 2,406 | 2,400 |
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| LongCat-Image-Edit | `longcat_image_edit` | 4,477 | 2,206 | 2,271 |
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| FLUX.2-dev | `flux2_dev` | 4,480 | 2,207 | 2,273 |
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| Total | | 18,488 | 9,181 | 9,307 |
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## Split
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In `splits/split_seed2026.json` (seed 2026), all 2,500 ImageNet `image_id` values are test. COCO supplies the train and validation image ids.
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## Files
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```text
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<edit_model>/
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manifest.jsonl
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source/ JPEG, suffix .jpeg
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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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Filenames follow `{sample_id}__{language}_{role}`, with roles `source`, `normal`, `abnormal`, `normal_mask`, and `abnormal_mask`. `image_id` is the ImageNet filename stem, such as `n01440764_12971`.
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`manifest.jsonl` fields used to load a row:
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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` | ImageNet stem, 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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`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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## Anomaly categories
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| Id | Pairs | Share | Abnormal edit |
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| --- | ---: | ---: | --- |
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| `C1_physical_attribute` | 4,126 | 22.3% | Material or physical state is not one the object can have |
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| `C2_spatial_relation` | 2,542 | 13.7% | Support, contact, containment, or scale is inconsistent |
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| `C3_function_affordance` | 3,150 | 17.0% | The object does not support the use shown in the edit |
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| `C4_scene_context` | 2,618 | 14.2% | A recognizable object does not belong in the scene |
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| `C5_biological_structure` | 3,216 | 17.4% | Anatomy, part count, or bodily configuration is inconsistent |
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| `C6_interaction_relation` | 2,836 | 15.3% | An action or relation between entities is incoherent |
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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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ImageNet photographs remain under the ImageNet terms. This folder does not relicense them.
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version https://git-lfs.github.com/spec/v1
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size 15312591
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