Virtual Try-On on DressCode
0.029LPIPSDirect
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DirectTraining Protocol=Ours (SFT + RL Post-Training)2026.03 | 0.029 | 0.921 | 3.68 | 0.84 | |
| RaRTraining Protocol=Ours (SFT + RL Post-Training)2026.03 | 0.031 | 0.915 | 3.92 | 0.94 | |
| IEC w/o GCTraining Protocol=Ours (SFT + RL Post-Training)2026.03 | 0.034 | 0.913 | 3.98 | 0.93 | |
| IEC (Ours)Training Protocol=Ours (SFT + RL Post-Training)2026.03 | 0.035 | 0.927 | 3.61 | 0.79 | |
| CatVT2ONTraining Protocol=SFT Methods2026.03 | 0.037 | 0.922 | 5.72 | 2.34 | |
| Baseline (SFT)Training Protocol=Ours (SFT + RL Post-Training)2026.03 | 0.038 | 0.893 | 4.13 | 0.99 | |
| OOTDiffusionTraining Protocol=SFT Methods2026.03 | 0.045 | 0.927 | 4.2 | 0.37 | |
| CatVTONTraining Protocol=SFT Methods2026.03 | 0.046 | 0.892 | 3.99 | 0.82 | |
| IDM-VTONTraining Protocol=SFT Methods2026.03 | 0.062 | 0.92 | 8.64 | 0.9 | |
| StableGarment2026.03 | 0.0641 | 0.8762 | 6.2972 | 2.5633 | |
| OOTDiffusion2026.03 | 0.0678 | 0.8868 | 3.9241 | 0.7381 | |
| FastFit2026.03 | 0.0696 | 0.8915 | 3.3824 | 0.5449 | |
| IDM-VTON2026.03 | 0.0723 | 0.8874 | 5.2637 | 2.0087 | |
| OmniDiT2026.03 | 0.0789 | 0.898 | 3.4522 | 0.5245 | |
| CatVTON2026.03 | 0.0869 | 0.8984 | 3.4869 | 0.8294 | |
| FitDiT2026.03 | 0.1105 | 0.8437 | 5.69 | 2.1629 | |
| Jco-MVTON2026.03 | 0.1183 | 0.8462 | 8.7186 | 3.916 | |
| OmniVTONTraining Protocol=SFT Methods2026.03 | 0.119 | 0.865 | 5.34 | — | |
| Any2anyTryon2026.03 | 0.1529 | 0.8305 | 8.03 | 3.5759 |