Virtual Try-On on DressCode Dresses (unpaired)
4.31FIDDeCo-VTON
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeCo-VTON2025.11 | 4.31 | — | 0.628 | — | |
| Leffa2025.11 | 4.48 | — | 0.62 | — | |
| PROMO2026.03 | 4.7393 | — | 0.4992 | — | |
| DirectTryOnTime (s)=0.48, Resolution=768 x 1024, Setting=unpaired2026.05 | 5.08 | — | 0.95 | — | |
| CatVTONTime (s)=10.98, Resolution=384 x 512 (upsampled to 768 x 1024 for evaluation), Setting=unpaired2026.05 | 5.24 | — | 1.21 | — | |
| Any2AnyTryon2026.03 | 5.5404 | — | 1.5258 | — | |
| CatVTON2025.11 | 6.137 | — | 1.403 | — | |
| LeffaTime (s)=11.55, Resolution=768 x 1024, Setting=unpaired2026.05 | 6.17 | — | 1.9 | — | |
| OOTDiffusion2026.03 | 7.0463 | — | 2.791 | — | |
| OOTDiffusionTime (s)=9.24, Resolution=768 x 1024, Setting=unpaired2026.05 | 7.1 | — | 2.28 | — | |
| LaDI-VTON2026.03 | 7.3475 | — | 2.469 | — | |
| CatVTON2026.03 | 8.4567 | — | 4.4897 | — | |
| IDM-VTON2025.11 | 9.546 | — | 4.32 | — | |
| PROMO2026.03 | 10.1217 | — | 0.5763 | — | |
| OOTDiffusion + CSCCSC=true2025.12 | 10.32 | 0.102 | 0.79 | 12.7524 | |
| Nanobanana2026.03 | 10.672 | — | 0.716 | — | |
| LaDI-VTON2025.11 | 10.68 | — | 5.787 | — | |
| OOTDiffusion2025.12 | 11.85 | 0.118 | 0.8 | 14.1114 | |
| OOTDiffusion2025.11 | 12.57 | — | 6.627 | — | |
| GP-VTON2025.11 | 12.79 | — | 6.627 | — | |
| Qwen-Image-Edit-25092026.03 | 13.9163 | — | 2.7315 | — | |
| GP-VTON2025.12 | 14.72 | 0.137 | 2.14 | 16.4766 | |
| LaDI-VTON + CSCCSC=true2025.12 | 15.19 | 0.168 | 2.12 | 16.0117 | |
| LaDI-VTON2025.12 | 15.32 | 0.175 | 2.24 | 16.2098 | |
| Seedream 4.02026.03 | 25.4943 | — | 6.19 | — |