Datasets:
File size: 7,777 Bytes
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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`.
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