| --- |
| license: apache-2.0 |
| language: |
| - en |
| task_categories: |
| - text-to-video |
| pretty_name: VBench and VBench 2.0 Prompt Suites |
| configs: |
| - config_name: vbench |
| data_files: |
| - split: test |
| path: data/vbench/test-*.parquet |
| - config_name: vbench2 |
| data_files: |
| - split: test |
| path: data/vbench2/test-*.parquet |
| - config_name: vbench2_camera_motion |
| data_files: |
| - split: test |
| path: data/vbench2_camera_motion/test-*.parquet |
| - config_name: vbench2_complex_landscape |
| data_files: |
| - split: test |
| path: data/vbench2_complex_landscape/test-*.parquet |
| - config_name: vbench2_complex_plot |
| data_files: |
| - split: test |
| path: data/vbench2_complex_plot/test-*.parquet |
| - config_name: vbench2_composition |
| data_files: |
| - split: test |
| path: data/vbench2_composition/test-*.parquet |
| - config_name: vbench2_diversity |
| data_files: |
| - split: test |
| path: data/vbench2_diversity/test-*.parquet |
| - config_name: vbench2_dynamic_attribute |
| data_files: |
| - split: test |
| path: data/vbench2_dynamic_attribute/test-*.parquet |
| - config_name: vbench2_dynamic_spatial_relationship |
| data_files: |
| - split: test |
| path: data/vbench2_dynamic_spatial_relationship/test-*.parquet |
| - config_name: vbench2_human_anatomy |
| data_files: |
| - split: test |
| path: data/vbench2_human_anatomy/test-*.parquet |
| - config_name: vbench2_human_clothes |
| data_files: |
| - split: test |
| path: data/vbench2_human_clothes/test-*.parquet |
| - config_name: vbench2_human_identity |
| data_files: |
| - split: test |
| path: data/vbench2_human_identity/test-*.parquet |
| - config_name: vbench2_human_interaction |
| data_files: |
| - split: test |
| path: data/vbench2_human_interaction/test-*.parquet |
| - config_name: vbench2_instance_preservation |
| data_files: |
| - split: test |
| path: data/vbench2_instance_preservation/test-*.parquet |
| - config_name: vbench2_material |
| data_files: |
| - split: test |
| path: data/vbench2_material/test-*.parquet |
| - config_name: vbench2_mechanics |
| data_files: |
| - split: test |
| path: data/vbench2_mechanics/test-*.parquet |
| - config_name: vbench2_motion_order_understanding |
| data_files: |
| - split: test |
| path: data/vbench2_motion_order_understanding/test-*.parquet |
| - config_name: vbench2_motion_rationality |
| data_files: |
| - split: test |
| path: data/vbench2_motion_rationality/test-*.parquet |
| - config_name: vbench2_multi-view_consistency |
| data_files: |
| - split: test |
| path: data/vbench2_multi-view_consistency/test-*.parquet |
| - config_name: vbench2_thermotics |
| data_files: |
| - split: test |
| path: data/vbench2_thermotics/test-*.parquet |
| - config_name: vbench_aesthetic_quality |
| data_files: |
| - split: test |
| path: data/vbench_aesthetic_quality/test-*.parquet |
| - config_name: vbench_appearance_style |
| data_files: |
| - split: test |
| path: data/vbench_appearance_style/test-*.parquet |
| - config_name: vbench_background_consistency |
| data_files: |
| - split: test |
| path: data/vbench_background_consistency/test-*.parquet |
| - config_name: vbench_color |
| data_files: |
| - split: test |
| path: data/vbench_color/test-*.parquet |
| - config_name: vbench_dynamic_degree |
| data_files: |
| - split: test |
| path: data/vbench_dynamic_degree/test-*.parquet |
| - config_name: vbench_human_action |
| data_files: |
| - split: test |
| path: data/vbench_human_action/test-*.parquet |
| - config_name: vbench_imaging_quality |
| data_files: |
| - split: test |
| path: data/vbench_imaging_quality/test-*.parquet |
| - config_name: vbench_motion_smoothness |
| data_files: |
| - split: test |
| path: data/vbench_motion_smoothness/test-*.parquet |
| - config_name: vbench_multiple_objects |
| data_files: |
| - split: test |
| path: data/vbench_multiple_objects/test-*.parquet |
| - config_name: vbench_object_class |
| data_files: |
| - split: test |
| path: data/vbench_object_class/test-*.parquet |
| - config_name: vbench_overall_consistency |
| data_files: |
| - split: test |
| path: data/vbench_overall_consistency/test-*.parquet |
| - config_name: vbench_scene |
| data_files: |
| - split: test |
| path: data/vbench_scene/test-*.parquet |
| - config_name: vbench_spatial_relationship |
| data_files: |
| - split: test |
| path: data/vbench_spatial_relationship/test-*.parquet |
| - config_name: vbench_subject_consistency |
| data_files: |
| - split: test |
| path: data/vbench_subject_consistency/test-*.parquet |
| - config_name: vbench_temporal_flickering |
| data_files: |
| - split: test |
| path: data/vbench_temporal_flickering/test-*.parquet |
| - config_name: vbench_temporal_style |
| data_files: |
| - split: test |
| path: data/vbench_temporal_style/test-*.parquet |
| --- |
| |
| # VBench prompt suites for lmms-eval |
|
|
| This is a Hugging Face-native conversion of the official [VBench](https://github.com/Vchitect/VBench) and VBench 2.0 prompt registries. The source is pinned to [`1ee42dada7a2f7cfaf4290e8a02d087f6f8ee425`](https://github.com/Vchitect/VBench/tree/1ee42dada7a2f7cfaf4290e8a02d087f6f8ee425), the VBench revision immediately preceding the official Wan2.2 sample release. |
|
|
| Each row represents one video-generation request. Rows are expanded according to the official protocol: VBench uses 5 samples per prompt and 25 for `temporal_flickering`; VBench 2.0 uses 3 samples per prompt and 20 for `Diversity`. Exact duplicate prompt strings are merged in the combined `vbench` and `vbench2` configs so a generated video can be reused across dimensions. |
|
|
| The `seed` column is a deterministic lmms-eval seed derived from suite, prompt, and sample index. VBench does not prescribe exact seed values, and the official Wan2.2 seeds were not published; these seeds provide reproducibility but do not claim bit-for-bit equivalence with official samples. |
|
|
| ## Config sizes |
|
|
| | Config | Rows | |
| |---|---:| |
| | `vbench` | 6,220 | |
| | `vbench2` | 3,209 | |
| | `vbench2_camera_motion` | 324 | |
| | `vbench2_complex_landscape` | 90 | |
| | `vbench2_complex_plot` | 180 | |
| | `vbench2_composition` | 159 | |
| | `vbench2_diversity` | 200 | |
| | `vbench2_dynamic_attribute` | 273 | |
| | `vbench2_dynamic_spatial_relationship` | 207 | |
| | `vbench2_human_anatomy` | 360 | |
| | `vbench2_human_clothes` | 225 | |
| | `vbench2_human_identity` | 138 | |
| | `vbench2_human_interaction` | 300 | |
| | `vbench2_instance_preservation` | 171 | |
| | `vbench2_material` | 150 | |
| | `vbench2_mechanics` | 171 | |
| | `vbench2_motion_order_understanding` | 297 | |
| | `vbench2_motion_rationality` | 174 | |
| | `vbench2_multi-view_consistency` | 291 | |
| | `vbench2_thermotics` | 150 | |
| | `vbench_aesthetic_quality` | 465 | |
| | `vbench_appearance_style` | 450 | |
| | `vbench_background_consistency` | 430 | |
| | `vbench_color` | 425 | |
| | `vbench_dynamic_degree` | 360 | |
| | `vbench_human_action` | 500 | |
| | `vbench_imaging_quality` | 465 | |
| | `vbench_motion_smoothness` | 360 | |
| | `vbench_multiple_objects` | 410 | |
| | `vbench_object_class` | 395 | |
| | `vbench_overall_consistency` | 465 | |
| | `vbench_scene` | 430 | |
| | `vbench_spatial_relationship` | 420 | |
| | `vbench_subject_consistency` | 360 | |
| | `vbench_temporal_flickering` | 1,875 | |
| | `vbench_temporal_style` | 500 | |
|
|
| ## Columns |
|
|
| - `prompt`: text passed to the video generator. |
| - `dimensions` / `official_dimensions`: normalized lmms-eval names and upstream names. |
| - `sample_index`, `num_samples`, `seed`: sampling metadata. |
| - `auxiliary_info`: JSON-encoded upstream metadata used by VBench scorers. |
| - `source_record_ids`: indices into the pinned upstream full-info registry. |
|
|
| The unmodified source registries and the upstream Apache-2.0 license are included under `source/` and `LICENSE`. |
|
|
