VITON
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Virtual Try-On | VITON-HD (test) | SSIM89.85 | 57 | |
| Virtual Try-on | VITON paired HD (test) | FID4.54 | 19 | |
| Virtual Try-on | VITON (test) | SSIM0.893 | 14 | |
| Virtual Try-on | VITON-HD high-resolution (test) | SSIM0.9 | 13 | |
| Virtual Try-Off | VITON-HD | FID9.121 | 12 | |
| Virtual Try-on | VITON-HD 1024x768 (test) | SSIM89.5 | 10 | |
| Virtual Try-On | VITON-HD high-resolution (1024 x 768) (test) | FID9.08 | 8 | |
| Virtual Try-On | VITON original (test) | SSIM0.852 | 7 | |
| Virtual Dressing | VITON-HD single-garment (test) | FID39.772 | 6 | |
| model-free try-on | VITON-HD | DINO-I0.371 | 6 | |
| Virtual Try-on | VITON unpaired | FID9.46 | 6 | |
| Virtual Try-on | VITON (test) | Error (Easy)15.4 | 6 | |
| Virtual Try-on | VITON (Hard) | SSIM82.8 | 6 | |
| Virtual Try-on | VITON Medium | SSIM84.1 | 6 | |
| Virtual Try-on | VITON Easy | SSIM85.4 | 6 | |
| Virtual Try-on | VITON (All) | SSIM0.845 | 6 | |
| Single-garment dressing | VITON-HD (test) | CLIP-T Score0.289 | 5 | |
| Virtual Try-on | VITON paired setting | SSIM0.888 | 5 | |
| Virtual Try-on | VITON | FID10.09 | 5 | |
| Virtual Try-on | VITON-HD unpaired/paired 512x384 resolution | LPIPS0.061 | 4 | |
| Virtual Try-On | augmented VITON (test) | SSIM91 | 4 |
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