Text Alignment on User Study
1.54Average RankingVideo-P2P
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Video-P2P2023.03 | 1.54 | 62.5 | — | — | — | — | — | |
| SDFine-Tuning Strategy=None (Baseline), Model=SD2024.05 | 2.276 | — | — | — | — | — | — | |
| TAV+DDIM2023.03 | 2.28 | 19.57 | — | — | — | — | — | |
| LCMFine-Tuning Strategy=None (Baseline), Model=LCM2024.05 | 2.778 | — | — | — | — | — | — | |
| TAV2023.03 | 2.78 | 14.13 | — | — | — | — | — | |
| DDPOFine-Tuning Strategy=DDPO, Model=LCM2024.05 | 2.81 | — | — | — | — | — | — | |
| DPOFine-Tuning Strategy=DPO, Model=SD2024.05 | 2.821 | — | — | — | — | — | — | |
| DPOFine-Tuning Strategy=DPO, Model=LCM2024.05 | 2.846 | — | — | — | — | — | — | |
| DDPOFine-Tuning Strategy=DDPO, Model=SD2024.05 | 2.983 | — | — | — | — | — | — | |
| Curriculum DPOFine-Tuning Strategy=Curriculum DPO, Model=SD2024.05 | 3.175 | — | — | — | — | — | — | |
| Image-P2P2023.03 | 3.4 | 3.8 | — | — | — | — | — | |
| Curriculum DPOFine-Tuning Strategy=Curriculum DPO, Model=LCM2024.05 | 3.44 | — | — | — | — | — | — | |
| TaRoScomparison_baseline=Wan2025.11 | — | — | 23.2 | 29.8 | 30.1 | 11.9 | 5 |