Video Generation on Single-prompt 5-second setting
85.14Total ScoreMEMFLOW
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEMFLOWArchitecture Type=Autoregressive models, #Params=1.3B, Resolution=832×480, Throughput (FPS)=18.72025.12 | 85.14 | 85.95 | 81.9 | |
| LongLiveArchitecture Type=Autoregressive models, #Params=1.3B, Resolution=832×480, Throughput (FPS)=20.32025.12 | 84.87 | 86.97 | 76.47 | |
| Self ForcingArchitecture Type=Autoregressive models, Inference Strategy=chunk-wise, #Params=1.3B, Resolution=832×480, Throughput (FPS)=172025.12 | 84.31 | 85.07 | 81.28 | |
| Wan2.1Architecture Type=Diffusion models, #Params=1.3B, Resolution=832×480, Throughput (FPS)=0.782025.12 | 84.26 | 85.3 | 80.09 | |
| Self ForcingArchitecture Type=Autoregressive models, Inference Strategy=frame-wise, #Params=1.3B, Resolution=832×480, Throughput (FPS)=8.92025.12 | 84.26 | 85.25 | 80.3 | |
| SkyReels-V2Architecture Type=Autoregressive models, #Params=1.3B, Resolution=960×540, Throughput (FPS)=0.492025.12 | 82.67 | 84.7 | 74.53 | |
| Pyramid FlowArchitecture Type=Autoregressive models, #Params=2B, Resolution=640×384, Throughput (FPS)=6.72025.12 | 81.72 | 84.74 | 69.62 | |
| CausVidArchitecture Type=Autoregressive models, #Params=1.3B, Resolution=832×480, Throughput (FPS)=172025.12 | 81.2 | 84.05 | 69.8 | |
| NOVAArchitecture Type=Autoregressive models, #Params=0.6B, Resolution=768×480, Throughput (FPS)=0.882025.12 | 80.12 | 80.39 | 79.05 | |
| LTX-VideoArchitecture Type=Diffusion models, #Params=1.9B, Resolution=768×512, Throughput (FPS)=8.982025.12 | 80 | 82.3 | 70.79 | |
| MAGI-1Architecture Type=Autoregressive models, #Params=4.5B, Resolution=832×480, Throughput (FPS)=0.192025.12 | 79.18 | 82.04 | 67.74 |