Virtual Try-On on DressCode Upper (unpaired and paired)
11.478FIDuOmniVTON++ (FLUX)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OmniVTON++ (FLUX)Backbone=FLUX, Setting=Shop-to-Model2026.02 | 11.478 | 8.556 | 0.918 | 0.065 | |
| OmniVTON++ (SD-2.0)Backbone=Stable Diffusion 2.0, Setting=Shop-to-Model2026.02 | 12.425 | 9.766 | 0.911 | 0.075 | |
| OmniVTONVenue & Year=ICCV 2025, Setting=Shop-to-Model2026.02 | 12.917 | 11.52 | 0.899 | 0.087 | |
| IDM-VTONVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 14.385 | 12.164 | 0.895 | 0.083 | |
| CAT-DMVenue & Year=CVPR 2024, Setting=Shop-to-Model2026.02 | 14.772 | 12.362 | 0.904 | 0.077 | |
| PBEVenue & Year=CVPR 2023, Setting=Shop-to-Model2026.02 | 18.01 | 17.405 | 0.885 | 0.11 | |
| D4-VTONVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 20.726 | 18.243 | 0.765 | 0.276 | |
| AnyDoorVenue & Year=CVPR 2024, Setting=Shop-to-Model2026.02 | 25.432 | 23.941 | 0.856 | 0.14 | |
| OOTDiffusionVenue & Year=AAAI 2025, Setting=Shop-to-Model2026.02 | 25.84 | 13.424 | 0.879 | 0.089 | |
| Cross-ImageVenue & Year=SIGGRAPH 2024, Setting=Shop-to-Model2026.02 | 46.309 | 44.111 | 0.865 | 0.14 | |
| Any2AnyTryonVenue & Year=ICCV 2025, Setting=Shop-to-Model2026.02 | 50.142 | 50.655 | 0.655 | 0.451 | |
| GP-VTONVenue & Year=CVPR 2023, Setting=Shop-to-Model2026.02 | 50.628 | 47.234 | 0.879 | 0.183 | |
| TIGICVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 65.407 | 62.589 | 0.844 | 0.214 |