Fashion video synthesis on UBC fashion video dataset (test)
0.931SSIMAnimate Anyone
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Animate Anyone2023.11 | 0.931 | 38.49 | 0.044 | 81.6 | — | |
| CamAnimate2024.07 | 0.929 | 25.921 | 0.049 | 256.6 | 29.3 | |
| Champ2024.07 | 0.922 | 25.269 | 0.057 | 269.4 | 27.35 | |
| BDMM2023.11 | 0.918 | 24.07 | 0.048 | 148.3 | — | |
| Animate Anyone2024.07 | 0.914 | 23.163 | 0.069 | 345.4 | 33.77 | |
| ProFashion2025.05 | 0.909 | — | 0.068 | 86.2 | — | |
| SD-I2V2023.11 | 0.894 | 36.01 | 0.095 | 175.4 | — | |
| DreamPosesample finetuning=true2023.11 | 0.885 | — | 0.068 | 238.7 | — | |
| DreamPosefine-tuning=true2025.05 | 0.885 | — | 0.068 | 238.7 | — | |
| DreamPosesample finetuning=false2023.11 | 0.879 | 34.75 | 0.111 | 279.6 | — | |
| DreamPosefine-tuning=false2025.05 | 0.879 | — | 0.111 | 279.6 | — | |
| Animate Anyoneopen-source implementation=true2025.05 | 0.871 | — | 0.08 | 125.7 | — | |
| MRAA2023.11 | 0.749 | — | 0.212 | 253.6 | — | |
| MRAA2025.05 | 0.749 | — | 0.212 | 253.7 | — | |
| TPSMM2023.11 | 0.746 | — | 0.213 | 247.5 | — | |
| TPSMM2025.05 | 0.746 | — | 0.213 | 247.6 | — | |
| PIDM2025.05 | 0.713 | — | 0.288 | 1,197.4 | — | |
| Magic-animatetrained on UBC-Fashion training set=false2024.07 | 0.602 | 6.663 | 0.552 | 1,583.9 | 118.76 |