Virtual Try-on on VITON-HD 1024x768 (test)
89.5SSIMVITON-HD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VITON-HDResolution=1024 x 7682021.03 | 89.5 | 0.053 | 11.74 | — | |
| VITON-HD*Resolution=1024 x 768, variant=channel-wise standardization as in instance normalization2021.03 | 89.3 | 0.054 | 12.47 | — | |
| OrthoTryOnCapability=Unified2026.06 | 87.6 | 0.064 | 8.312 | 0.532 | |
| GP-VTONCapability=VTON Only2026.06 | 87.2 | 0.068 | 11.708 | 3.99 | |
| VITON-HDResolution=512 x 3842021.03 | 87 | 0.052 | 14.05 | — | |
| CatVTONCapability=VTON Only2026.06 | 87 | 0.057 | 9.015 | 1.091 | |
| ACGPNResolution=512 x 3842021.03 | 86.3 | 0.067 | 15.22 | — | |
| ACGPNResolution=1024 x 7682021.03 | 85.6 | 0.102 | 43.39 | — | |
| Any2AnyTryonCapability=Unified, Training=Retrained on multi-task dataset2026.06 | 84.6 | 0.077 | 10.143 | 2.668 | |
| VITON-HDResolution=256 x 1922021.03 | 84.4 | 0.062 | 27.83 | — | |
| ACGPNResolution=256 x 1922021.03 | 84.2 | 0.064 | 26.45 | — | |
| LongCat-Image-EditCapability=Unified, Training=Retrained on multi-task dataset2026.06 | 84 | 0.101 | 10.587 | 1.528 | |
| FLUX.2-kleinCapability=Unified, Training=Zero-shot2026.06 | 83.6 | 0.114 | 14.651 | 7.126 | |
| OmniVTONCapability=VTON Only2026.06 | 83.2 | 0.145 | 9.621 | 1.323 | |
| FitDiTCapability=VTON Only2026.06 | 83 | 0.106 | 10.34 | 1.648 | |
| IDM-VTONCapability=VTON Only2026.06 | 81.6 | 0.082 | 10.745 | 2.229 | |
| AnyDoorCapability=Unified, Training=Retrained on multi-task dataset2026.06 | 80.8 | 0.113 | 13.403 | 5.793 | |
| CP-VTONResolution=512 x 3842021.03 | 79.1 | 0.141 | 31.96 | — | |
| CP-VTONResolution=1024 x 7682021.03 | 78.6 | 0.158 | 43.28 | — | |
| OOTDiffusionCapability=VTON Only2026.06 | 78.4 | 0.132 | 15.136 | 5.774 | |
| CP-VTONResolution=256 x 1922021.03 | 73.9 | 0.159 | 56.23 | — |