Video Generation on VBench (Total, Quality, Semantic, HPSv3, MQ, Throughput)
84.93Total ScoreLongLive + Astrolabe
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LongLive + AstrolabeModel Type=Distilled AR Models2026.03 | 84.93 | 85.83 | 81.36 | 11.03 | 1.64 | 20.7 | |
| Causal Forcing + AstrolabeModel Type=Distilled AR Models2026.03 | 84.46 | 85.15 | 81.72 | 10.84 | 1.8 | 17 | |
| Wan2.1Model Type=Diffusion Models2026.03 | 84.26 | 85.3 | 80.09 | 9.26 | 1.62 | 0.78 | |
| Reward ForcingModel Type=Distilled AR Models2026.03 | 84.13 | 84.84 | 81.32 | 8.74 | 1.65 | 23.1 | |
| Causal ForcingModel Type=Distilled AR Models2026.03 | 84.04 | 84.59 | 81.84 | 9.48 | 1.69 | 17 | |
| Self-Forcing + AstrolabeModel Type=Distilled AR Models2026.03 | 83.79 | 84.51 | 80.92 | 10.72 | 1.71 | 17 | |
| Self-ForcingModel Type=Distilled AR Models2026.03 | 83.74 | 84.48 | 80.77 | 9.36 | 1.65 | 17 | |
| LongLiveModel Type=Distilled AR Models2026.03 | 83.22 | 83.68 | 81.37 | 9.38 | 1.51 | 20.7 | |
| SkyReels-V2Model Type=AR Models2026.03 | 82.67 | 84.7 | 74.53 | 9.08 | 1.59 | 0.49 | |
| PyramidFlowModel Type=AR Models2026.03 | 81.72 | 84.74 | 69.62 | 8.76 | 1.5 | 6.7 | |
| CausVidModel Type=Distilled AR Models2026.03 | 81.2 | 84.05 | 69.8 | 7.56 | 1.22 | 17 | |
| NOVAModel Type=AR Models2026.03 | 80.12 | 80.39 | 79.05 | 8.21 | 1.63 | 0.88 | |
| LTX-VideoModel Type=Diffusion Models2026.03 | 80 | 82.3 | 70.79 | 8.32 | 1.34 | 8.98 | |
| MAGI-1Model Type=AR Models2026.03 | 79.18 | 82.04 | 67.74 | 7.95 | 1.52 | 0.19 |