Video Generation on VBench 1.0 (test) benchmark leaderboard · SOTA2 Research

Video Generation on VBench 1.0 (test)

84.71Image QualityWan-DMD

Evaluation Results

Method	Links
Wan-DMD2026.01		84.71	—	—	—	—	—	—	83.33	77.86
PyramidalWan-Adv-PD2026.01		84.2	—	—	—	—	—	—	82.57	76.07
Wan-Adv2026.01		84.06	—	—	—	—	—	—	82.72	77.39
Wan-DMD2026.01		84	—	—	—	—	—	—	83.28	80.41
PyramidalWan-Adv-OD2026.01		83.94	—	—	—	—	—	—	82.9	78.74
Wan-Adv2026.01		83.74	—	—	—	—	—	—	82.35	76.82
PyramidalWan-DMD-OT2026.01		83.63	—	—	—	—	—	—	82.86	79.8
Wan2.1-1.3B2026.01		83.47	—	—	—	—	—	—	82.49	78.57
PyramidalWan-DMD-PT*2026.01		83.46	—	—	—	—	—	—	82.72	79.75
PyramidalWan2026.01		83.36	—	—	—	—	—	—	82.83	80.7
Wan-PPF-DMD2026.01		83.04	—	—	—	—	—	—	82.39	79.8
Wan2.1-1.3B2026.01		82.09	—	—	—	—	—	—	80.87	76.02
Wan-Adv2026.01		81.38	—	—	—	—	—	—	80.28	75.85
Wan-DMD2026.01		80.63	—	—	—	—	—	—	79.45	74.75
PhysRVG2026.01		0.6496	0.9697	0.9774	0.9963	0.52	0.4136	0.9958	0.7889	—
Kling2.52026.01		0.6485	0.9532	0.9556	0.9947	0.5714	0.4029	0.9876	0.7877	—
Wan2.2 14B2026.01		0.6066	0.9475	0.9594	0.9921	0.5	0.3861	0.9864	0.7683	—
Magi-12026.01		0.6066	0.9703	0.974	0.9957	0.4828	0.3767	0.9955	0.7716	—
HunyuanVideo2026.01		0.598	0.9599	0.9675	0.9947	0.46	0.4128	0.9906	0.7697	—
Wan2.2 5B2026.01		0.5906	0.8664	0.9035	0.9787	0.56	0.3702	0.9711	0.7486	—
Cogvideox2026.01		0.5249	0.9228	0.9587	0.991	0.46	0.3889	0.9866	0.7476	—
CogVideoX-2B2026.05		—	—	96.6	97.7	—	57.1	98.9	—	—
GeoVideo2026.05		—	—	97.8	98.1	—	50.1	94.9	—	—
MoAlign2026.05		—	—	—	—	—	—	—	—	72.95
Ours2026.05		—	—	97.1	98.7	—	58.9	99.6	—	—
Pretrained Wan2.22026.05		—	—	—	—	—	—	—	—	72.74
SARA2026.05		—	—	—	—	—	—	—	—	73.89
SFT2026.05		—	—	—	—	—	—	—	—	72.17
SFT2026.05		—	—	94.2	96.4	—	56.6	98.6	—	—
VideoGPA2026.05		—	—	96.1	97.4	—	60	96.6	—	—
VideoRepa2026.05		—	—	94.5	99	—	47.7	98.3	—	—
VideoREPA2026.05		—	—	—	—	—	—	—	—	72.99
Wan2.12026.05		—	—	95.8	97.1	—	58.2	99.4	—	—