Virtual Try-on
Virtual try-on of clothing or other items such as glasses and makeup. Most recent techniques use Generative Adversarial Networks.
Papers
No papers found.
All datasetsVITONVITON-HDDeep-FashionMPVDress CodeFashionIQMicrosoft COCO datasetStreetTryOnUBC Fashion Videos
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | C-VTON | FID | 19.54 | — | Unverified |
| 2 | PSAD | FID | 13.71 | — | Unverified |
| 3 | RT-VTON | FID | 11.66 | — | Unverified |
| 4 | SDAFN | FID | 10.97 | — | Unverified |
| 5 | PF-AFN | FID | 10.09 | — | Unverified |
| 6 | Flow-Style-VTON | FID | 8.89 | — | Unverified |
| 7 | CloTH-VTON+ | SSIM | 0.89 | — | Unverified |
| 8 | ACGPN | SSIM | 0.85 | — | Unverified |
| 9 | ClothFlow | SSIM | 0.84 | — | Unverified |
| 10 | CP-VTON+ | SSIM | 0.82 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | VITON-HD | FID | 11.74 | — | Unverified |
| 2 | HR-VITON | FID | 10.91 | — | Unverified |
| 3 | StableVITON | FID | 8.23 | — | Unverified |
| 4 | IDM-VTON | FID | 6.29 | — | Unverified |
| 5 | FItDiT | FID | 4.73 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Leffa | FID | 2.06 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | mm | 10 fold Cross validation | 66 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | VTON-IT | SSIM | 0.93 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Street TryOn | FID | 33.04 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Fashion-VDM | FVD | 172 | — | Unverified |