Virtual Try-On on FIT Dataset
0.914SSIMFit-VTO
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Fit-VTOvariant=Ours, mode=Full model2026.04 | 0.914 | 10.381 | 0.05 | 0.144 | 0.955 | |
| Fit-VTOvariant=Ours_FIT only, training_data=FIT data only2026.04 | 0.912 | 11.248 | 0.052 | 0.532 | 0.952 | |
| Fit-VTOvariant=Ours_text, encoder=pre-trained T5 and CLIP text encoders2026.04 | 0.911 | 11.624 | 0.054 | 0.576 | 0.932 | |
| Fit-VTOvariant=Ours_no FIT, training_data=without FIT data, online fashion images only2026.04 | 0.852 | 16.427 | 0.095 | 0.849 | 0.844 | |
| Fit-VTOvariant=Ours_ft_vitonhd, finetuning=VITON-HD training data2026.04 | 0.846 | 17.041 | 0.096 | 1.724 | 0.908 | |
| Any2AnyTryon2026.04 | 0.819 | 25.059 | 0.209 | 3.939 | 0.783 | |
| Nano Banana Pro2026.04 | 0.785 | 19.926 | 0.166 | 1.676 | 0.792 | |
| COTTON2026.04 | 0.759 | 29.716 | 0.207 | 6.269 | 0.739 | |
| IDM-VTON2026.04 | 0.739 | 31.229 | 0.246 | 6.819 | 0.789 |