Video Generation on VBench short video (test)
97.79Subject ConsistencySemanticGen
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SemanticGen2025.12 | 97.79 | 97.68 | 98.47 | 99.17 | 65.23 | 64.6 | — | |
| Wan2.1-T2V-14BModel Parameters=14B2025.12 | 97.23 | 98.28 | 98.35 | 99.08 | 66.63 | 65.61 | — | |
| Base-CT2025.12 | 96.17 | 97.27 | 98.07 | 99.07 | 65.77 | 63.97 | — | |
| Hunyuan-Video2025.12 | 91.11 | 95.32 | 97.49 | 99.07 | 64.23 | 62.6 | — | |
| LongLive#Params=1.3B, Model Type=Autoregressive2025.12 | 80.53 | — | — | — | 84.26 | — | 83.52 | |
| Self Forcing ++#Params=1.3B, Model Type=Autoregressive2025.12 | 80.37 | — | — | — | 83.79 | — | 83.11 | |
| VideoSSM#Params=1.4B, Model Type=Autoregressive2025.12 | 80.22 | — | — | — | 84.88 | — | 83.95 | |
| Self Forcing#Params=1.3B, Model Type=Autoregressive2025.12 | 80.14 | — | — | — | 83.71 | — | 83 | |
| Wan2.1#Params=1.3B, Model Type=Bidirectional Diffusion2025.12 | 80.09 | — | — | — | 85.3 | — | 84.26 | |
| NOVA#Params=0.6B, Model Type=Autoregressive2025.12 | 79.05 | — | — | — | 80.39 | — | 80.12 | |
| SkyReels-V2#Params=1.3B, Model Type=Autoregressive2025.12 | 74.53 | — | — | — | 84.7 | — | 82.67 | |
| LTX-Video#Params=1.9B, Model Type=Bidirectional Diffusion2025.12 | 70.79 | — | — | — | 82.3 | — | 80 | |
| CausVid#Params=1.3B, Model Type=Autoregressive2025.12 | 69.8 | — | — | — | 84.05 | — | 81.2 | |
| Rolling Forcing#Params=1.3B, Model Type=Autoregressive2025.12 | 69.78 | — | — | — | 84.08 | — | 81.22 | |
| Pyramid Flow#Params=2B, Model Type=Autoregressive2025.12 | 69.62 | — | — | — | 84.74 | — | 81.72 | |
| MAGI-1#Params=4.5B, Model Type=Autoregressive2025.12 | 67.74 | — | — | — | 82.04 | — | 79.18 |