--- 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`.