Video Virtual Try-On on ViViD (test)
10.7563VFID_I^uTryOnCrafter
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| TryOnCrafterSetting=unpaired2026.06 | 10.7563 | — | — | — | — | — | — | 0.2088 | |
| KeyTailorFine-tuned on additional datasets=true2025.12 | 14.1521 | 0.9023 | 0.0522 | — | — | 8.2164 | 0.1854 | 0.3106 | |
| KeyTailorFine-tuned on additional datasets=false2025.12 | 14.5381 | 0.8985 | 0.0585 | — | — | 9.5285 | 0.2761 | 0.3869 | |
| DreamVVTFine-tuned on additional datasets=true2025.12 | 16.9468 | 0.8737 | 0.0619 | — | — | 11.018 | 0.2549 | 0.4285 | |
| DreamVVTSetting=unpaired2026.06 | 16.9468 | — | — | — | — | — | — | 0.4285 | |
| MagicTryOnFine-tuned on additional datasets=false2025.12 | 17.571 | 0.8841 | 0.0815 | — | — | 12.1988 | 0.2346 | 0.5073 | |
| Magic-TryonSetting=unpaired2026.06 | 17.571 | — | — | — | — | — | — | 0.5073 | |
| CatV2TONFine-tuned on additional datasets=false2025.12 | 19.5131 | 0.8727 | 0.0639 | — | — | 13.5962 | 0.2963 | 0.5283 | |
| CatV2TONSetting=unpaired2026.06 | 19.5131 | — | — | — | — | — | — | 0.5283 | |
| ViViDFine-tuned on additional datasets=false2025.12 | 21.8032 | 0.8029 | 0.1221 | — | — | 17.2924 | 0.6209 | 0.8212 | |
| ViViDSetting=unpaired2026.06 | 21.8032 | — | — | — | — | — | — | 0.8212 | |
| IDM-VTONFine-tuned on additional datasets=false2025.12 | 25.4972 | 0.8227 | 0.1163 | — | — | 20.0812 | 0.3674 | 0.7167 | |
| IDM-VTONSetting=unpaired2026.06 | 25.4972 | — | — | — | — | — | — | 0.7167 | |
| OOTDiffusionFine-tuned on additional datasets=false2025.12 | 35.317 | 0.8087 | 0.1232 | — | — | 29.5253 | 3.9372 | 5.7078 | |
| OOTDiffusionSetting=unpaired2026.06 | 35.317 | — | — | — | — | — | — | 5.7078 | |
| StableVITONFine-tuned on additional datasets=false2025.12 | 36.8985 | 0.8019 | 0.1338 | — | — | 34.2446 | 0.7735 | 0.9064 | |
| StableVITONSetting=unpaired2026.06 | 36.8985 | — | — | — | — | — | — | 0.9064 | |
| CAT-DM2025.05 | — | 0.826 | 0.162 | 9.354 | 2.139 | — | — | — | |
| DPIDMModel Initialization=SD v1.52025.05 | — | 0.883 | 0.081 | 0.488 | 0.09 | — | — | — | |
| LaDI-VTON2025.05 | — | 0.824 | 0.164 | 8.283 | 1.185 | — | — | — | |
| ViViD2025.05 | — | 0.846 | 0.118 | 1.894 | 0.87 | — | — | — |