Video Generation on VBench 946 prompts
84.72Total ScoreSelf-Forcing + AutoRefiner
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Self-Forcing + AutoRefinerNum Params=1.4B, Training Objective=DMD loss, Base Model=Self-Forcing2025.12 | 84.72 | 85.41 | 81.95 | |
| Self-ForcingNum Params=1.3B, Training Objective=DMD loss, Base Model=Self-Forcing2025.12 | 84.05 | 84.93 | 80.54 | |
| CausVid + AutoRefinerNum Params=1.4B, Training Objective=DMD loss, Base Model=CausVid2025.12 | 83.84 | 84.82 | 79.93 | |
| Self-Forcing + InitNoiseRefinerNum Params=1.4B, Training Objective=DMD loss, Base Model=Self-Forcing2025.12 | 83.76 | 84.63 | 80.29 | |
| CausVid + LoRANum Params=1.4B, Training Objective=DMD loss, Base Model=CausVid2025.12 | 83.43 | 84.74 | 78.18 | |
| CausVidNum Params=1.3B, Training Objective=DMD loss, Base Model=CausVid2025.12 | 83.06 | 84.24 | 78.35 | |
| CausVid + InitNoiseRefinerNum Params=1.4B, Training Objective=DMD loss, Base Model=CausVid2025.12 | 82.23 | 83.13 | 78.64 | |
| Self-Forcing + LoRANum Params=1.4B, Training Objective=DMD loss, Base Model=Self-Forcing2025.12 | 82.1 | 82.65 | 79.93 |