VITON-HD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Virtual Try-on | VITON-HD | LPIPS0.047 | 41 | |
| Virtual Try-On | VITON-HD paired | LPIPS0.07 | 29 | |
| Virtual Try-On | VITON-HD 1.0 (test) | FID5.9564 | 27 | |
| Virtual Try-On | VITON-HD unpaired | FID9.38 | 17 | |
| Virtual Try-On | VITON-HD unpaired 1.0 (test) | FID8.52 | 14 | |
| Image-based Virtual Try-On | VITON-HD paired unpaired | SSIM0.893 | 11 | |
| Virtual Try-Off | VITON-HD (test) | SSIM80.3 | 11 | |
| model-based try-on | VITON-HD | FID6.1124 | 9 | |
| Virtual Try-On | VITON-HD Unpaired (test) | FID8.763 | 8 | |
| Virtual Try-on | VITON-HD (try-off) | CLIP-I0.9391 | 5 | |
| Garment Dressing | VITON-HD, Internet garments, and Dressing-Pair (test) | Texture Consistency93.8 | 5 | |
| Virtual Try-on | VITON-HD unpaired paired 1024x768 resolution | FID10.91 | 5 | |
| Textile pattern generation | VITON-HD (generalization) | LPIPS (VLS)0.406 | 4 | |
| Virtual try-on | VITON-HD 512x512 (Unpaired) | FID8.249 | 4 | |
| Virtual try-on | VITON-HD 512x512 (Paired) | FID5.238 | 4 | |
| Virtual Try-on | VITON-HD unpaired paired 256x192 resolution | LPIPS0.062 | 4 |
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