Image-to-Video Generation on VBench++
88.4Total ScoreStep-Video
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Step-Video#Params=30B2026.06 | 88.4 | 81.2 | 95.5 | |
| Wan2.1#Params=14B2026.06 | 86.9 | 80.8 | 92.9 | |
| HunyuanVideo#Params=13B2026.06 | 86.8 | 78.5 | 95.1 | |
| CogVideoX#Params=5B2026.06 | 86.7 | 78.6 | 94.8 | |
| Vega#Params=3B2026.06 | 86.7 | 79.4 | 94.1 | |
| Show-o2#Params=2B2026.06 | 85.9 | 77.7 | 94.1 | |
| VideoMAR#Params=1.4B2026.06 | 84.8 | 75.6 | 94 | |
| Lumos-1#Params=3.6B2026.06 | 84.7 | 76.1 | 93.3 |