Text-to-Video Generation on Dynamic-bench
98.41VBench Motion ScoreUncertainty-aware P&P
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Uncertainty-aware P&PBase Model=Wan2.2-A14B, NFE=60, Time=1.5x2026.01 | 98.41 | — | — | 91.33 | — | |
| Wan2.2 T2V + CFG-ZeroBase Model=Wan2.2-A14B, NFE=40, Time=1.0x2026.01 | 98.27 | 81.53 | 65.71 | 91.16 | — | |
| SRVSNFE=60, Time=1.5×2026.06 | 98.1 | — | 3.584 | 2.993 | 3.8 | |
| Wan2.2 T2V + NFE×2Base Model=Wan2.2-A14B, Sampler=UniPC, NFE=80, Time=2.0x2026.01 | 98.03 | 74.05 | 57.55 | 90.66 | — | |
| Wan2.2 T2VBase Model=Wan2.2-A14B, Sampler=UniPC, NFE=40, Time=1.0x2026.01 | 98.01 | 73.57 | 57.64 | 90.68 | — | |
| SpecLoR-ZeroNFE=44, Time=1.1×2026.06 | 98 | — | 3.651 | 2.993 | 3.81 | |
| SpecLoR-AdapterNFE=44, Time=1.1×2026.06 | 98 | — | 3.588 | 3.058 | 3.864 | |
| Wan2.2 T2V + FlowMoBase Model=Wan2.2-A14B, NFE=40*, Time=3.9x2026.01 | 97.68 | 70.57 | 61.71 | 90.95 | — | |
| FlowMoNFE=40, Time=1.7×2026.06 | 97.5 | — | 3.585 | 3.086 | 3.745 | |
| Wan2.2 T2V (UniPC)NFE=402026.06 | 97.4 | — | 3.605 | 2.687 | 3.745 | |
| Wan2.2 T2V (UniPC) (+ NFE×1.5)NFE=60, Time=1.5×2026.06 | 97.4 | — | 3.541 | 2.898 | 3.688 |