Video Generation on WebVid mini (val)
526FVD @ 1 FrameMCM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MCMTeacher=ModelScopeT2V, Resolution=256 x 256 x 162024.06 | 526 | 450 | 456 | 503 | 29.81 | 30.63 | 30.55 | 29.58 | |
| LCMTeacher=ModelScopeT2V, Resolution=256 x 256 x 16, Implementation=our impl.2024.06 | 854 | 658 | 603 | 637 | 27.5 | 29.28 | 30.48 | 30.73 | |
| MCMTeacher=AnimateDiff, Resolution=512 x 512 x 162024.06 | 1,025 | 948 | 827 | 821 | 30.36 | 30.7 | 30.85 | 29.88 | |
| LCMTeacher=AnimateDiff, Resolution=512 x 512 x 16, Implementation=our impl.2024.06 | 1,242 | 978 | 1,006 | 909 | 27.32 | 28.95 | 29.94 | 29.86 | |
| AnimateDiff-LightningTeacher=AnimateDiff, Resolution=512 x 512 x 162024.06 | 1,288 | 1,289 | 1,283 | 1,355 | 28.29 | 29.07 | 30.01 | 29.69 | |
| AnimateLCMTeacher=AnimateDiff, Resolution=512 x 512 x 162024.06 | 1,575 | 1,333 | 998 | 946 | 24.65 | 27.43 | 28.98 | 28.77 | |
| DPM++Teacher=ModelScopeT2V, Resolution=256 x 256 x 162024.06 | 2,030 | 1,142 | 477 | 506 | 22.38 | 24.79 | 29.7 | 31 | |
| DPM++Teacher=AnimateDiff, Resolution=512 x 512 x 162024.06 | 2,082 | 1,142 | 843 | 975 | 22.13 | 24.78 | 29.38 | 30.75 | |
| DDIMTeacher=AnimateDiff, Resolution=512 x 512 x 162024.06 | 5,228 | 2,580 | 1,222 | 858 | 20.05 | 20.61 | 24.04 | 28.89 | |
| DDIMTeacher=ModelScopeT2V, Resolution=256 x 256 x 162024.06 | 7,231 | 2,309 | 1,229 | 652 | 20.47 | 20.06 | 23.68 | 28.46 |