Add EditCLEVR dataset card

README.md

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+---
+language: en
+license: cc-by-4.0
+task_categories:
+  - image-to-image
+tags:
+  - object-centric-learning
+  - intervention-faithfulness
+  - CLEVR
+  - synthetic
+  - computer-vision
+pretty_name: EditCLEVR Phase 1
+size_categories:
+  - 10K<n<100K
+---
+
+# EditCLEVR Phase 1
+
+EditCLEVR is a synthetic benchmark for evaluating **intervention faithfulness** in object-centric representations. Each example is a paired before/after scene where exactly one object-level factor may change.
+
+## Dataset summary
+
+- **~20k paired edits** across six evaluation splits
+- **Suites:** atomic single-factor edits, no-edit controls, hard distractors, and CoGenT-OOD combinations
+- **Per-object factors:** `color`, `material`, `size`, `shape`
+- **Artifacts per pair:** before/after RGB images, instance masks (`.npz`), scene JSON, object attributes, edit metadata, and difficulty tags
+
+## Splits
+
+| Split | Purpose |
+|-------|---------|
+| `train` | Probe training |
+| `val` | Validation |
+| `test_id` | In-distribution atomic edits |
+| `test_noop` | No-edit control pairs |
+| `test_hard` | Hard distractor edits |
+| `test_cogent` | CoGenT-OOD edits |
+
+## Download
+
+```bash
+pip install huggingface_hub
+git clone https://github.com/torux-bughunter/EditCLEVR-icml.git
+cd EditCLEVR-icml
+bash scripts/setup_data_hf.sh
+```
+
+Or from Python:
+
+```python
+from editclevr.huggingface import download_dataset
+
+download_dataset("outputs/real_phase1_20k_regenerated")
+```
+
+## Evaluate
+
+```bash
+pip install -r requirements.txt
+python3 -m editclevr.evaluation.run_evaluation \
+  --dataset-dir outputs/real_phase1_20k_regenerated \
+  --output-dir outputs/evaluation_results
+```
+
+## File layout
+
+```text
+splits.json
+atomic_id/
+no_edit/
+hard_distractor/
+cogent_ood/
+validation_report.json
+phase1_manifest.json
+```
+
+`splits.json` stores relative paths to images, masks, and scene JSON files so the dataset can be moved across machines.
+
+## License
+
+- **Dataset:** [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
+- **Code:** [MIT](https://github.com/torux-bughunter/EditCLEVR-icml/blob/main/LICENSE)
+
+## Citation
+
+If you use this dataset, please cite the EditCLEVR ICML workshop paper when available. See [`CITATION.cff`](https://github.com/torux-bughunter/EditCLEVR-icml/blob/main/CITATION.cff) in the code repository.
+
+## Source release
+
+This mirror corresponds to GitHub release tag `v1.0-data-regenerated-2026-05-19` from the EditCLEVR project.