Virtual Try-On on VITON-HD paired
0.047LPIPSDeCo-VTON
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DeCo-VTONArchitecture=UNet/CNN-based2025.11 | 0.047 | 4.438 | 0.01 | — | 0.88 | |
| LeffaArchitecture=UNet/CNN-based2025.11 | 0.048 | 4.54 | 0.05 | — | 0.899 | |
| CatVTONArchitecture=UNet/CNN-based2025.11 | 0.057 | 5.425 | 0.411 | — | 0.87 | |
| GP-VTONArchitecture=UNet/CNN-based2025.11 | 0.059 | 8.726 | 3.944 | — | 0.87 | |
| IDM-VTONArchitecture=UNet/CNN-based2025.11 | 0.06 | 5.762 | 0.732 | — | 0.85 | |
| StableVITON2026.06 | 0.0605 | 6.05 | 1.09 | — | 0.8867 | |
| DCI-VTONArchitecture=UNet/CNN-based2025.11 | 0.061 | 9.408 | 4.547 | — | 0.862 | |
| MOFA-VTON2026.06 | 0.0632 | 5.97 | 0.92 | — | 0.887 | |
| GP-VTON2026.06 | 0.0669 | 6.41 | 1.04 | — | 0.8839 | |
| OOTDiffusionCSC=applied2025.12 | 0.07 | 8.68 | 0.73 | 12.3194 | — | |
| TPD2026.06 | 0.07 | 9.49 | 5.01 | — | 0.8715 | |
| IDM-VTON2026.06 | 0.07 | 6.45 | 1.46 | — | 0.8635 | |
| OOTDiffusion2025.12 | 0.071 | 8.81 | 0.82 | 13.0472 | — | |
| DCI-VTON2026.06 | 0.074 | 6.64 | 1.58 | — | 0.8768 | |
| CAT-DM2026.06 | 0.0773 | 6.79 | 2.39 | — | 0.8677 | |
| GarDiff2026.06 | 0.0786 | 8.94 | 4.19 | — | 0.8503 | |
| LPH-VTON2026.05 | 0.0791 | 12.05 | 2.21 | — | 0.8719 | |
| LaDI-VTON2026.06 | 0.0803 | 6.8 | 1.28 | — | 0.8625 | |
| GP-VTON2026.05 | 0.0824 | 12.27 | 3.94 | — | 0.8883 | |
| GP-VTON2025.12 | 0.083 | 9.17 | 0.93 | 15.8451 | — | |
| StableVITON2025.12 | 0.084 | 9.13 | 1.2 | 14.2902 | — | |
| HR-VTON2026.06 | 0.0845 | 10.01 | 3.63 | — | 0.8642 | |
| IDM-VTON2025.08 | 0.085 | 7.117 | 1.813 | — | 0.857 | |
| SD-VITON2026.06 | 0.0854 | 6.85 | 0.98 | — | 0.8742 | |
| LaDI-VTONCSC=applied2025.12 | 0.087 | 9.16 | 1.41 | 14.3005 | — | |
| IDM-VTON2026.05 | 0.0875 | 16.13 | 2.5 | — | 0.8502 | |
| OOTDiffusionArchitecture=UNet/CNN-based2025.11 | 0.088 | 9.305 | 4.086 | — | 0.819 | |
| IDM-VTONtry-off method=TryOffDiff2025.08 | 0.09 | 7.849 | 1.312 | — | 0.859 | |
| LaDI-VTON2025.12 | 0.091 | 9.31 | 1.53 | 14.7235 | — | |
| LaDI-VTONArchitecture=UNet/CNN-based2025.11 | 0.091 | 6.66 | 1.08 | — | 0.876 | |
| StableVITONArchitecture=UNet/CNN-based2025.11 | 0.091 | 6.439 | 0.942 | — | 0.854 | |
| DCI-VTON2026.05 | 0.0944 | 9.13 | 0.69 | — | 0.8368 | |
| HR-VITON2025.12 | 0.097 | 12.3 | 0.89 | 16.0392 | — | |
| HR-VTONArchitecture=UNet/CNN-based2025.11 | 0.097 | 10.88 | 4.48 | — | 0.876 | |
| OMFA2025.08 | 0.098 | 7.17 | 1.16 | — | 0.862 | |
| CatVTON2025.08 | 0.099 | 7.074 | 1.89 | — | 0.843 | |
| OOTDiffusion2025.08 | 0.107 | 8.242 | 1.895 | — | 0.827 | |
| PROMO2026.03 | 0.1111 | 6.8903 | 1.4895 | — | 0.8619 | |
| PromptDresserArchitecture=UNet/CNN-based2025.11 | 0.112 | 8.54 | 0.67 | — | 0.869 | |
| MV-VTON2025.08 | 0.114 | 7.98 | 2.76 | — | 0.879 | |
| MV-VTONtry-off method=TryOffDiff2025.08 | 0.114 | 8.082 | 2.857 | — | 0.879 | |
| StableGarment2025.08 | 0.115 | 12.463 | 6.311 | — | 0.827 | |
| PromptDresser2026.03 | 0.1163 | 7.4172 | 1.5874 | — | 0.8546 | |
| CatVTONtry-off method=TryOffDiff2025.08 | 0.118 | 12.611 | 3.663 | — | 0.836 | |
| Stable-VTON-1024Resolution=10242026.05 | 0.1198 | 13.78 | 4.48 | — | 0.8646 | |
| StableVITON2025.08 | 0.123 | 9.566 | 3.062 | — | 0.849 | |
| PROMO2026.03 | 0.1365 | 15.6658 | 2.0513 | — | 0.8439 | |
| LADI-VTON2025.08 | 0.137 | 12.072 | 5.763 | — | 0.856 | |
| CatVTON2026.05 | 0.1437 | 14.29 | 2.79 | — | 0.8041 | |
| Ladi-VTON2026.05 | 0.1451 | 14.77 | 3.56 | — | 0.8425 | |
| Any2AnyTryon2025.08 | 0.151 | 7.168 | 1.732 | — | 0.861 | |
| Nanobanana2026.03 | 0.152 | 19.1688 | 1.1299 | — | 0.81 | |
| LaDI-VTON2026.03 | 0.1531 | 6.85 | 1.3766 | — | 0.8721 | |
| Any2AnyTryon2026.03 | 0.1569 | 7.1238 | 2.1797 | — | 0.8705 | |
| CatVTON2026.03 | 0.1882 | 9.4412 | 4.7389 | — | 0.8673 | |
| OOTDiffusion2026.03 | 0.1905 | 32.8944 | 20.0843 | — | 0.7919 | |
| Qwen-Image-Edit-25092026.03 | 0.2174 | 20.6403 | 0.5018 | — | 0.779 | |
| Seedream 4.02026.03 | 0.2352 | 26.9076 | 9.388 | — | 0.76 |