| --- |
| 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 |
| - config_name: current_review_submissions |
| data_files: |
| - split: default |
| path: data/current_review_submissions.parquet |
| - config_name: current_review_consensus |
| data_files: |
| - split: default |
| path: data/current_review_consensus.parquet |
| - config_name: current_review_status |
| data_files: |
| - split: default |
| path: data/current_review_status.parquet |
| - config_name: review_assets |
| data_files: |
| - split: default |
| path: asset_manifest.parquet |
| --- |
| |
| # WRBench Human Annotations |
|
|
| This dataset contains the human comparison labels used to validate WRBench's |
| automatic evaluation metrics. |
|
|
| ## Version Update: 2026-07-07 |
|
|
| We updated the release after rechecking videos that changed during benchmark |
| maintenance. The release now includes: |
|
|
| - 1,741 clean comparison rows. |
| - 4,302 individual human judgments. |
| - 585 newly rechecked current-benchmark comparisons, each reviewed by three |
| annotators. |
| - Majority-label summaries for the newly rechecked subset. |
|
|
| These counts describe this dated human-label release. Moving leaderboard, |
| video, and model counts are reported by the results and videos datasets. |
|
|
| ## Videos for the current recheck |
|
|
| All 1,170 endpoints in `current_review_consensus` resolve to the exact bytes |
| shown to annotators. Of these, 897 are in `wrbench-videos`; the remaining 273 |
| endpoints refer to 106 unique files bundled here under `videos/` and indexed by |
| `asset_manifest.parquet`. |
|
|
| The bundled files are dated human-review evidence. They use the earlier |
| profile-unsuffixed IDs and are not additional leaderboard videos or aliases for |
| the 30-degree and 60-degree benchmark profiles. Join on `video_asset_id`, whose |
| `sha256:` value verifies the file bytes. |
|
|
| ## Configs |
|
|
| - `pairs`: clean comparison rows used by the public WRBench release. |
| - `annotation_to_video`: maps each comparison to the corresponding video assets. |
| - `current_review_consensus`: majority labels for the 585 newly rechecked |
| comparisons. |
| - `current_review_submissions`: anonymized per-annotator labels for those 585 |
| comparisons. |
| - `current_review_status` and `exclusions`: records kept for transparency, but |
| not used as clean comparison labels. |
| - `review_assets`: paths, byte counts, and SHA256 identifiers for the 106 |
| review-only videos bundled with this dataset. |
|
|
| Annotator identities are anonymized in the public files. |
|
|
| ## Links |
|
|
| - Videos: https://huggingface.co/datasets/WRBench/wrbench-videos |
| - Results: https://huggingface.co/datasets/WRBench/wrbench-results |
| - Prompts: https://huggingface.co/datasets/WRBench/wrbench-natural25 |
| - Leaderboard: https://huggingface.co/spaces/WRBench/wrbench-leaderboard |
| - Collection: https://huggingface.co/collections/WRBench/wrbench-current-world-models-lack-a-persistent-state-core |
| - Paper: https://arxiv.org/abs/2606.20545 |
| - Code: https://github.com/JinPLu/WRBench |
|
|
