| --- |
| pretty_name: "WRBench Human Annotations" |
| license: apache-2.0 |
| language: |
| - en |
| tags: |
| - video |
| - video-generation |
| - world-models |
| - benchmark |
| - evaluation |
| - human-evaluation |
| - human-feedback |
| - wrbench |
| - arxiv:2606.20545 |
| task_categories: |
| - image-to-video |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: pairs |
| data_files: |
| - split: default |
| path: data/pairs.parquet |
| - config_name: annotation_to_video |
| data_files: |
| - split: default |
| path: data/annotation_to_video.parquet |
| - config_name: exclusions |
| data_files: |
| - split: default |
| path: data/exclusions.parquet |
| --- |
| |
| # WRBench Human Annotations |
|
|
| Human **pairwise-comparison** metadata that calibrates the WRBench automated |
| diagnostic metrics in *Current World Models Lack a Persistent State Core*. Each clean pair is scrubbed to public |
| fields and mapped to the stable `video_asset_id` values used in |
| [`WRBench/wrbench-videos`](https://huggingface.co/datasets/WRBench/wrbench-videos). |
|
|
| Release boundary: **1,156 clean pairs** with **2,547 annotator |
| verdict records**. Maintenance-queue pairs are withheld and listed in the |
| `exclusions` config so the boundary is auditable. |
|
|
| ## Configs & schema |
|
|
| ### `pairs` |
| | Field | Type | Description | |
| |---|---|---| |
| | `pair_id` | string | Stable pair identifier | |
| | `dimension` | string | Evaluation dimension the comparison targets (D1-D6) | |
| | `video_asset_id_a` / `_b` | string | `sha256:<hash>` of the two compared clips | |
| | `verdict` | string | Aggregated pairwise outcome (A / B / tie) | |
| | `verdict_annotators` | list | Anonymized annotator ids (`p1`, `p2`, …) | |
| | `n_verdict_annotators` | int | Number of annotators contributing a verdict | |
| | `created_at` | string | Annotation timestamp | |
|
|
| ### `annotation_to_video` |
| `video_asset_id` → `pair_id` index for joining annotations back to clips. |
|
|
| ### `exclusions` |
| Maintenance-queue pairs withheld from the release, with a reason code. |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| pairs = load_dataset("WRBench/wrbench-human-annotations", "pairs", split="default") |
| ``` |
|
|
| ## Privacy |
|
|
| Public fields only: `pair_id`, anonymized `verdict_annotators`, timestamps, |
| `video_asset_id`, and release-safe endpoint metadata. No internal paths, raw |
| annotator identities, or other PII are included. See `datasheet.md` for the full |
| data statement. |
|
|
| ## Links |
|
|
| - 🎞️ Videos: https://huggingface.co/datasets/WRBench/wrbench-videos |
| - 📊 Results table: https://huggingface.co/datasets/WRBench/wrbench-results |
| - 🖼️ Natural-25 prompts: https://huggingface.co/datasets/WRBench/wrbench-natural25 |
| - 🏆 Leaderboard: https://huggingface.co/spaces/WRBench/wrbench-leaderboard |
| - 🧭 Release collection: https://huggingface.co/collections/WRBench/wrbench-current-world-models-lack-a-persistent-state-core-6a365c717251293c9fc2cc26 |
| - 💻 GitHub: https://github.com/JinPLu/WRBench |
| - 🌐 Project page: https://jinplu.github.io/WRBench/ |
| - 📄 Paper: https://arxiv.org/abs/2606.20545 |
| - 🤗 HF paper page: https://huggingface.co/papers/2606.20545 |
|
|
| ## Citation |
|
|
| ```bibtex |
| @article{wrbench2026, |
| title = {Current World Models Lack a Persistent State Core}, |
| author = {WRBench Team}, |
| journal = {arXiv preprint arXiv:2606.20545}, |
| year = {2026}, |
| url = {https://arxiv.org/abs/2606.20545} |
| } |
| ``` |
|
|
