VBench
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
VBench 81-frame 480 × 832 full suite
95.1SC Score
5
VBench 100 sampled prompts
284.71HD-FVD
5
VBench 720P
389Latency (s)
5
VBench Self Forcing 5-second
2.6Chunk Discrimination Score
5
VBench Wan 2.1 14B 720P (test)
0.846VBench Score
5
VBench Wan 2.1 14B 720P (test)
100Density
5
VBench standard caption set
96.44Subject Consistency
5
VBench-I2V (paired-subject set)
93.1Subject Consistency Score
5
VBench Hunyuan 13B, 720P, T2V (subset of 50 samples)
0.665ImgQual
5
VBench 720p
97.54V-I Subject Consistency
5
VBench 14
0.995Motion Smoothness
5
VBench Wan 2.2 5B 1280 x 704 121 frames training-free
0.66Aesthetic Score (Aes.)
5
VBench-Long 30-second videos
78.58Visual Stability
5
VBench-Long 60 seconds 1.0
18.16Throughput (FPS)
5
VBench-Long 30 seconds 1.0
18.16Throughput (FPS)
5
VBench
0.987Subject Consistency
5
VBench-Long 100 customized narrative scripts 60s 1.0 (test)
85.02Quality Score
5
VBench long video generation
95.07Subject Consistency
5
VBench High-Resolution
85Quality Score
5
VBench Wan2.1-1.3B, 480P, 65 frames (test)
5.56FLOPs Speedup
5
VBench
88Subject Consistency
5
VBench 250 augmented prompts
58.01MUSIQ
5
VBench training-free evaluation
0.847Quality Score
5
VBench I2V sampled subset
95.47SC
4
VBench Long 30-second videos
98.36Subject Fidelity Score
4