Outfit Generation on VITON-HD
0.476LPIPSUMC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UMCNumber of Parameters=12B, Category=Outfit Generation Methods, Continued Training on VITON-HD=true2026.05 | 0.476 | 0.727 | 0.835 | |
| Any2AnyTryonNumber of Parameters=12B, Category=Outfit Generation Methods2026.05 | 0.481 | 0.633 | 0.755 | |
| Qwen Image EditNumber of Parameters=20B, Category=Image Editing Methods2026.05 | 0.5 | 0.73 | 0.828 | |
| FLUX.1 Kontext DevNumber of Parameters=12B, Category=Image Editing Methods2026.05 | 0.501 | 0.44 | 0.579 | |
| UMCNumber of Parameters=12B, Category=Outfit Generation Methods, Continued Training on VITON-HD=false2026.05 | 0.515 | 0.68 | 0.812 | |
| OmniGenNumber of Parameters=3.8B, Category=Image Editing Methods2026.05 | 0.518 | 0.392 | 0.525 | |
| OmniGen2Number of Parameters=4B, Category=Image Editing Methods2026.05 | 0.542 | 0.414 | 0.567 | |
| Magic ClothingNumber of Parameters=0.9B, Category=Outfit Generation Methods2026.05 | 0.552 | 0.67 | 0.812 | |
| USONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.585 | 0.367 | 0.481 | |
| OminiControlNumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.594 | 0.251 | 0.41 | |
| ACE++Number of Parameters=12B, Category=Image Editing Methods2026.05 | 0.604 | 0.376 | 0.561 | |
| UNONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.674 | 0.401 | 0.601 | |
| DreamONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.711 | 0.396 | 0.697 |