Text-to-Video Generation on PickScore
21.18PickScoreVideoDPO
Evaluation results
| Method | Links | |
|---|---|---|
| VideoDPOBackbone=T2V-Turbo, Alignment Method=VideoDPO2024.12 | 21.18 | |
| T2V-Turbo BaselineBackbone=T2V-Turbo, Alignment Method=Baseline2024.12 | 21.15 | |
| LongLivePrompting Strategy=Single-prompt video generation2026.06 | 21.1 | |
| Casual ForcingPrompting Strategy=Single-prompt video generation2026.06 | 20.8 | |
| LongLivePrompting Strategy=Step-prompt video generation2026.06 | 20.8 | |
| TempActPrompting Strategy=Step-prompt video generation, Backbone=LongLive2026.06 | 20.8 | |
| Self-ForcingPrompting Strategy=Single-prompt video generation2026.06 | 20.7 | |
| VideoCrafter-v2 BaselineBackbone=VideoCrafter-v2, Alignment Method=Baseline2024.12 | 20.65 | |
| VideoDPOBackbone=VideoCrafter-v2, Alignment Method=VideoDPO2024.12 | 20.65 | |
| VADARBackbone=VideoCrafter-v2, Alignment Method=VADAR2024.12 | 20.62 | |
| Self-ForcingPrompting Strategy=Step-prompt video generation2026.06 | 20.6 | |
| TempActPrompting Strategy=Step-prompt video generation, Backbone=Self-Forcing2026.06 | 20.6 | |
| VideoCrafter-v2 SFTBackbone=VideoCrafter-v2, Alignment Method=SFT2024.12 | 20.35 | |
| CogVideo BaselineBackbone=CogVideo, Alignment Method=Baseline2024.12 | 19.81 | |
| CogVideo SFTBackbone=CogVideo, Alignment Method=SFT2024.12 | 19.79 | |
| VideoDPOBackbone=CogVideo, Alignment Method=VideoDPO2024.12 | 19.79 |