Short Video Generation on VBench-Long 30 seconds
59.87Aesthetic QualityDeep Forcing
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Deep ForcingBase Model=LongLive2026.03 | 59.87 | 96.22 | 69.41 | 98.59 | 97.05 | 97.33 | 86.41 | 0.44 | |
| ∞-RoPEBase Model=LongLive2026.03 | 59.32 | 96.4 | 66.68 | 98.94 | 97.32 | 97.93 | 86.1 | 0.13 | |
| MemRoPEBase Model=LongLive2026.03 | 59.31 | 96.34 | 69.27 | 98.68 | 97.48 | 97.4 | 86.42 | 0.45 | |
| LongLiveBase Model=LongLive2026.03 | 58.57 | 96.22 | 67.85 | 98.65 | 97.21 | 97.32 | 85.97 | — | |
| MemRoPEBase Model=Self-Forcing2026.03 | 58.48 | 95.59 | 68.73 | 98.01 | 96.31 | 96.41 | 85.59 | 0.47 | |
| Rolling Forcing2026.03 | 58.45 | 95.77 | 69.35 | 98.23 | 96.78 | 97.13 | 85.95 | — | |
| Self-ForcingBase Model=Self-Forcing2026.03 | 58.28 | 95.14 | 66.92 | 98.02 | 95.5 | 96.87 | 85.12 | — | |
| Deep ForcingBase Model=Self-Forcing2026.03 | 57.83 | 94.86 | 66.29 | 97.53 | 94.98 | 95.71 | 84.53 | 0.59 | |
| CausVid2026.03 | 57.25 | 96.77 | 65.16 | 98.08 | 97.87 | 96.86 | 85.33 | — | |
| ∞-RoPEBase Model=Self-Forcing2026.03 | 57.13 | 95.81 | 65.1 | 98.39 | 96.37 | 97.18 | 85 | 0.12 |