Pose-conditioned avatar generation on DeepFashion In-Domain
19.35PSNRPro-Pose
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Pro-PoseTraining data strategy=Paired Only2025.12 | 19.35 | 4.23 | 0.8094 | 0.076 | 0.48 | 0.6103 | 0.9757 | 7.25 | |
| Pro-PoseTraining data strategy=Unpaired + paired2025.12 | 19.33 | 4.24 | 0.8095 | 0.078 | 0.48 | 0.5919 | 0.9712 | 7.23 | |
| MCLD2025.12 | 18.211 | 7.079 | 0.7557 | 0.1757 | 0.49 | 0.344 | 0.9654 | 4.29 | |
| CFLD2025.12 | 17.645 | 7.149 | 0.7478 | 0.1819 | 0.48 | 0.318 | 0.9731 | 4.15 | |
| Pro-PoseTraining data strategy=Unpaired Only2025.12 | 15.56 | 7.78 | 0.7013 | 0.2455 | 0.47 | 0.34 | 0.9189 | 4.23 | |
| UniHuman2025.12 | 14.05 | 6.25 | 0.796 | 0.156 | 0.46 | 0.581 | 0.9434 | 4.03 | |
| LEFFA2025.12 | 14.02 | 4.23 | 0.755 | 0.119 | 0.44 | 0.5794 | 0.9409 | 4.41 | |
| OnePoseTrans2025.12 | 13.57 | 8.74 | 0.6053 | 0.3066 | 0.46 | 0.575 | 0.9476 | 4.32 |