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Places/README.md

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+# PAPE — Places
+
+Real Places 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.
+
+2,000 distinct Places image ids are included. A source image can appear more than once when several objects, anomaly categories, or languages were edited.
+
+## Counts
+
+| Editor | Directory | Pairs | Chinese | English |
+| --- | --- | ---: | ---: | ---: |
+| Qwen-Image-Edit-2511 | `qwen_image_edit_2511` | 3,719 | 1,839 | 1,880 |
+| FireRed-Image-Edit-1.1 | `firered_image_edit_1.1` | 3,803 | 1,891 | 1,912 |
+| LongCat-Image-Edit | `longcat_image_edit` | 3,534 | 1,725 | 1,809 |
+| FLUX.2-dev | `flux2_dev` | 3,535 | 1,711 | 1,824 |
+| Total |  | 14,591 | 7,166 | 7,425 |
+
+## Split
+
+In `splits/split_seed2026.json` (seed 2026), all 2,000 Places `image_id` values are test. COCO supplies the train and validation image ids.
+
+## Files
+
+```text
+<edit_model>/
+  manifest.jsonl
+  source/          JPEG, suffix .jpg
+  normal/          PNG
+  abnormal/        PNG
+  masks/normal/    PNG
+  masks/abnormal/  PNG
+```
+
+Filenames follow `{sample_id}__{language}_{role}`, with roles `source`, `normal`, `abnormal`, `normal_mask`, and `abnormal_mask`. `image_id` is the Places filename stem.
+
+`manifest.jsonl` fields used to load a row:
+
+| Field | Meaning |
+| --- | --- |
+| `sample_id` | Source image, target object, and anomaly id |
+| `image_id` | Places stem, also the split key |
+| `language` | `zh` or `en` |
+| `edit_model_name` | Editor directory name |
+| `anomaly_type` | One category below |
+| `iou` | IoU between the normal and abnormal masks |
+| `normal_prompt`, `abnormal_prompt` | Instructions applied to produce this row |
+| `normal_prompt_zh`, `normal_prompt_en`, `abnormal_prompt_zh`, `abnormal_prompt_en` | Bilingual prompt fields stored with the row |
+
+`source_paths` and `export_paths` are absolute paths from the original export machine. Load images from `source/`, `normal/`, `abnormal/`, and `masks/` in this folder.
+
+## Anomaly categories
+
+| Id | Pairs | Share | Abnormal edit |
+| --- | ---: | ---: | --- |
+| `C1_physical_attribute` | 3,482 | 23.9% | Material or physical state is not one the object can have |
+| `C2_spatial_relation` | 2,102 | 14.4% | Support, contact, containment, or scale is inconsistent |
+| `C3_function_affordance` | 2,512 | 17.2% | The object does not support the use shown in the edit |
+| `C4_scene_context` | 2,047 | 14.0% | A recognizable object does not belong in the scene |
+| `C5_biological_structure` | 2,404 | 16.5% | Anatomy, part count, or bodily configuration is inconsistent |
+| `C6_interaction_relation` | 2,044 | 14.0% | An action or relation between entities is incoherent |
+
+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.
+
+Places photographs remain under the Places dataset terms. This folder does not relicense them.