Video Generation on VBench (8 Metrics including Consistency, Quality, and Speedup)
97.5Subject ConsistencyWan2.1-14B
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Wan2.1-14BModel Type=Base2026.06 | 97.5 | 98.1 | 98.3 | 66.1 | 69.4 | 25.9 | 83.7 | 1 | |
| Wan2.2-A14BModel Type=Base2026.06 | 97.3 | 97.4 | 98.2 | 67.2 | 71.8 | 26.1 | 84.2 | 1 | |
| CogVideoX-5BModel Type=Base2026.06 | 96.5 | 96.7 | 97.2 | 61.9 | 63.3 | 27.7 | 81.9 | 1 | |
| EcoVFICloud Model=Wan2.1-14B, Edge Model=EcoVFI2026.06 | 94.1 | 97.6 | 97.8 | 64.9 | 68.2 | 25.4 | 84.6 | 1.84 | |
| EcoVFICloud Model=CogVideoX-5B, Edge Model=EcoVFI2026.06 | 92 | 96 | 98.6 | 56 | 56.9 | 26 | 77.5 | 2.03 | |
| HybridSDCloud Model=Wan2.2-A14B, Edge Model=Wan2.1-1.3B2026.06 | 91.8 | 95.8 | 98.5 | 58.8 | 60 | 22.2 | 78.4 | 0.79 | |
| EC-DiffCloud Model=Wan2.2-A14B, Edge Model=Wan2.1-1.3B2026.06 | 91.5 | 96.5 | 98.7 | 59.8 | 57.1 | 22.9 | 79.2 | 1.02 | |
| EC-DiffCloud Model=CogVideoX-5B, Edge Model=CogVideoX-2B2026.06 | 90.7 | 90.8 | 95.4 | 48.6 | 56.6 | 22.8 | 72.1 | 0.98 | |
| EcoVFICloud Model=Wan2.2-A14B, Edge Model=EcoVFI2026.06 | 89.5 | 95.6 | 98.7 | 66 | 69.5 | 26.1 | 83 | 1.59 | |
| HybridSDCloud Model=Wan2.1-14B, Edge Model=Wan2.1-1.3B2026.06 | 87.7 | 96.6 | 99.4 | 43.5 | 37 | 15.2 | 67.7 | 0.89 | |
| EC-DiffCloud Model=Wan2.1-14B, Edge Model=Wan2.1-1.3B2026.06 | 87.6 | 96.1 | 99.3 | 44.2 | 39.5 | 15.6 | 68.3 | 1.27 | |
| HybridSDCloud Model=CogVideoX-5B, Edge Model=CogVideoX-2B2026.06 | 87.2 | 90 | 96.7 | 52 | 56.7 | 24.4 | 72.5 | 0.82 |