Datasets:

WRBench
/

wrbench-human-annotations

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.

WRBench Human Annotations

Version Update: 2026-07-07

Videos for the current recheck

Configs

Links