Outfit Generation on Fashion130K
0.733LPIPSOmniGen
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OmniGenNumber of Parameters=3.8B, Category=Image Editing Methods2026.05 | 0.733 | 0.394 | 0.469 | 0.311 | |
| Magic ClothingNumber of Parameters=0.9B, Category=Outfit Generation Methods2026.05 | 0.721 | 0.603 | 0.377 | 0.254 | |
| OminiControlNumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.683 | 0.577 | 0.691 | 0.336 | |
| UNONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.682 | 0.551 | 0.686 | 0.316 | |
| OmniGen2Number of Parameters=4B, Category=Image Editing Methods2026.05 | 0.669 | 0.592 | 0.707 | 0.333 | |
| ACE++Number of Parameters=12B, Category=Image Editing Methods2026.05 | 0.666 | 0.604 | 0.74 | 0.329 | |
| Any2AnyTryonNumber of Parameters=12B, Category=Outfit Generation Methods2026.05 | 0.658 | 0.551 | 0.664 | 0.331 | |
| DreamONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.657 | 0.628 | 0.765 | 0.332 | |
| USONumber of Parameters=12B, Category=Subject-Driven Generation Methods2026.05 | 0.656 | 0.538 | 0.647 | 0.343 | |
| FLUX.1 Kontext DevNumber of Parameters=12B, Category=Image Editing Methods2026.05 | 0.646 | 0.62 | 0.763 | 0.326 | |
| Qwen Image EditNumber of Parameters=20B, Category=Image Editing Methods2026.05 | 0.634 | 0.673 | 0.805 | 0.326 | |
| UMCNumber of Parameters=12B, Category=Outfit Generation Methods2026.05 | 0.623 | 0.677 | 0.818 | 0.332 |