Video Generation on VBench CogVideoX v1.5
2.28SpeedupSVG
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| SVG2026.04 | 2.28 | — | 29.99 | 0.91 | 0.112 | — | — | — | |
| ZEUS-Fastmode=fast2026.04 | 2 | — | 30.97 | 0.876 | 0.073 | — | — | — | |
| RhymeFlow + SAPBase Model=CogVideoX-v1.5, Sparsity Ratio=0.32026.06 | 1.93 | — | 25.574 | 0.821 | 0.157 | 97.2 | 60.9 | 323.8 | |
| MOD-DiT2026.01 | 1.82 | 80.1 | 25.77 | 0.868 | 0.133 | 92.66 | 62.39 | 542 | |
| RhymeFlowBase Model=CogVideoX-v1.52026.06 | 1.78 | — | 26.89 | 0.852 | 0.142 | 98.6 | 62.3 | 351.1 | |
| ZEUSmode=standard2026.04 | 1.71 | — | 32.5 | 0.893 | 0.06 | — | — | — | |
| SVG2026.01 | 1.65 | 75 | 21.15 | 0.818 | 0.183 | 91.58 | 59.48 | 596 | |
| Radial2026.01 | 1.62 | 70.7 | 22.89 | 0.866 | 0.172 | 92.14 | 61.67 | 611 | |
| SVGBase Model=CogVideoX-v1.52026.06 | 1.62 | — | 24.13 | 0.811 | 0.171 | 98.2 | 59.7 | 385.8 | |
| DiTFastAttn2026.04 | 1.56 | — | 23.2 | 0.741 | 0.256 | — | — | — | |
| SpargeAttn2026.01 | 1.49 | 67.3 | 20.34 | 0.773 | 0.255 | 90.43 | 59.66 | 661 | |
| Minference2026.04 | 1.48 | — | 22.45 | 0.691 | 0.304 | — | — | — | |
| MInferenceBase Model=CogVideoX-v1.52026.06 | 1.48 | — | 22.49 | 0.743 | 0.264 | 87.4 | 58.9 | 422.3 | |
| MInference2026.01 | 1.42 | 64.9 | 15.01 | 0.601 | 0.334 | 86.79 | 55.8 | 696 | |
| PAB2026.04 | 1.41 | — | 22.49 | 0.74 | 0.234 | — | — | — | |
| PABBase Model=CogVideoX-v1.52026.06 | 1.41 | — | 23.23 | 0.782 | 0.145 | 97.8 | 57.3 | 443.3 | |
| Full Attention2026.01 | 1 | 0 | — | — | — | 92.3 | 62.55 | 987 | |
| CogVideoX-v1.5Description=Baseline model2026.06 | — | — | — | — | — | 98.7 | 62.4 | 625 |