Virtual Try-Off on VITON-HD (test)
80.3SSIMTryOffDiff
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TryOffDiffPost-processing=SAM2024.11 | 80.3 | 72.5 | 49.2 | 30.1 | 14.5 | 5.7 | 3.9 | 20.3 | |
| IGRResolution=1024 × 7682026.04 | 78.95 | — | — | 29.46 | 13.14 | — | 2.97 | 20.45 | |
| GAN-PosePost-processing=SAM2024.11 | 77.4 | 63.8 | 32.5 | 44.2 | 73.2 | 30.9 | 55.8 | 30.4 | |
| Dual-UNet Diffusion ModelResolution=1024 × 7682026.04 | 76.04 | — | — | 31.41 | 10.69 | — | 2.31 | 19.59 | |
| TryOffDiffResolution=512 × 3842026.04 | 75.02 | — | — | 28.52 | 24.56 | — | 9.52 | 22.32 | |
| Dual-UNet Diffusion ModelResolution=512 × 3842026.04 | 74.7 | — | — | 28.75 | 9.73 | — | 1.82 | 20.1 | |
| CatVTONPost-processing=SAM2024.11 | 72.8 | 56.9 | 32 | 45.9 | 31.4 | 9.7 | 17.8 | 28.2 | |
| Try-Off-AnyoneResolution=512 × 3842026.04 | 72.35 | — | — | 34.08 | 11.57 | — | 2.01 | 22.11 | |
| OOTDiffusionPost-processing=SAM2024.11 | 65.1 | 50.6 | 26.1 | 49.5 | 54 | 17.5 | 33.2 | 32.4 | |
| IP-AdapterPost-processing=SAM2024.11 | 63.2 | 53.3 | 30.1 | 51.5 | 36.1 | 13.1 | 21.6 | 30.9 | |
| ViscoNetPost-processing=SAM2024.11 | 58.5 | 50.7 | 28.9 | 54 | 42.3 | 12.1 | 25.5 | 31.2 |