Interactive Video Generation on VBench
84.04Total ScoreCausal Forcing
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Causal ForcingMethod Category=Distilled Autoregressive Video Models, Throughput=17, Latency=0.692026.02 | 84.04 | 84.59 | 81.84 | 68 | 6.326 | 56 | 1.64 | |
| Self ForcingMethod Category=Distilled Autoregressive Video Models, Throughput=17, Latency=0.692026.02 | 83.74 | 84.48 | 80.77 | 57 | 5.82 | 48 | 2.87 | |
| Wan2.1-1.3BMethod Category=Bidirectional Video Diffusion Models, Throughput=0.78, Latency=1032026.02 | 83.37 | 84.3 | 79.65 | 61 | 5.275 | 42 | 2.29 | |
| SkyReels-V2-1.3BMethod Category=Autoregressive Video Diffusion Models, Throughput=0.49, Latency=1122026.02 | 81.97 | 83.96 | 74.01 | 37 | 3.584 | 32 | 6.57 | |
| CausVidMethod Category=Distilled Autoregressive Video Models, Throughput=17, Latency=0.692026.02 | 81.33 | 83.98 | 70.72 | 62 | 5.741 | 12 | 4.27 | |
| Pyramid FlowMethod Category=Autoregressive Video Diffusion Models, Throughput=6.7, Latency=2.52026.02 | 80.75 | 83.41 | 70.11 | 16 | 4.055 | -2 | 6.11 | |
| NOVAMethod Category=Autoregressive Video Diffusion Models, Throughput=0.88, Latency=4.12026.02 | 80.31 | 80.66 | 78.92 | 46 | -7.381 | -16 | 8.41 | |
| LTX-1.9BMethod Category=Bidirectional Video Diffusion Models, Throughput=8.98, Latency=13.52026.02 | 79.83 | 81.88 | 71.62 | 46 | -6.218 | -38 | 6.4 | |
| MAGI-1-4.5BMethod Category=Autoregressive Video Diffusion Models, Throughput=0.19, Latency=2822026.02 | 78.88 | 81.67 | 67.72 | 42 | 0.773 | 8 | 6.44 |