Virtual Try-On on DressCode Lower (unpaired and paired)
14.281FID (Unpaired)OmniVTON++ (FLUX)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OmniVTON++ (FLUX)Backbone=FLUX, Setting=Shop-to-Model2026.02 | 14.281 | 10.935 | 89.3 | 0.098 | |
| OmniVTON++ (SD-2.0)Backbone=Stable Diffusion 2.0, Setting=Shop-to-Model2026.02 | 14.29 | 11.707 | 89 | 0.1 | |
| OmniVTONVenue & Year=ICCV 2025, Setting=Shop-to-Model2026.02 | 14.992 | 12.678 | 87.3 | 0.11 | |
| PBEVenue & Year=CVPR 2023, Setting=Shop-to-Model2026.02 | 20.394 | 17.996 | 86.6 | 0.129 | |
| IDM-VTONVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 21.554 | 17.777 | 85.5 | 0.124 | |
| CAT-DMVenue & Year=CVPR 2024, Setting=Shop-to-Model2026.02 | 21.99 | 18.366 | 87 | 0.116 | |
| AnyDoorVenue & Year=CVPR 2024, Setting=Shop-to-Model2026.02 | 23.338 | 21.67 | 81.1 | 0.18 | |
| Any2AnyTryonVenue & Year=ICCV 2025, Setting=Shop-to-Model2026.02 | 25.58 | 23.27 | 69.1 | 0.361 | |
| D4-VTONVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 34.088 | 31.067 | 74.6 | 0.284 | |
| Cross-ImageVenue & Year=SIGGRAPH 2024, Setting=Shop-to-Model2026.02 | 42.674 | 37.486 | 84.7 | 0.141 | |
| OOTDiffusionVenue & Year=AAAI 2025, Setting=Shop-to-Model2026.02 | 43.288 | 21.251 | 84.9 | 0.12 | |
| TIGICVenue & Year=ECCV 2024, Setting=Shop-to-Model2026.02 | 78.359 | 79.137 | 77.9 | 0.284 | |
| GP-VTONVenue & Year=CVPR 2023, Setting=Shop-to-Model2026.02 | 102.018 | 99.136 | 88.6 | 0.195 |