# Virtual Try-On on FGC6

Source: [Virtual Try-On on FGC6](<https://www.sota2.com/research/sota/virtual-try-on-on-fgc6>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:03:23.600Z

Evaluation of Virtual Try-On performance on the FGC6 dataset, reporting image fidelity metrics such as SSIM, FID, and KID.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Virtual Try-On |
| Dataset (including any stated split) | FGC6 |
| Metric | SSIM |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [SSIM](<https://www.sota2.com/research/sota/virtual-try-on-on-fgc6.md?metric=SSIM>): Higher is better; unit: SCALAR.

- [MS-SSIM](<https://www.sota2.com/research/sota/virtual-try-on-on-fgc6.md?metric=MS-SSIM>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/virtual-try-on-on-fgc6.md?metric=FID>): Lower is better; unit: SCALAR.

- [KID](<https://www.sota2.com/research/sota/virtual-try-on-on-fgc6.md?metric=KID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SSIM | Result date | Report paper |
| --- | --- | --- | --- |
| VTON-IT | 0.93 | Not recorded | 68fa73281e209131cea5ac58 |
| CP-VTON+ | 0.83 | Not recorded | 68fa73281e209131cea5ac58 |

### VTON-IT

SSIM: 0.93. Result ID: 6992ad493a6c31484910a68b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac58.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac58.md>)

[Implementation](<https://github.com/shuntos/VITON-IT>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### CP-VTON+

SSIM: 0.83. Result ID: 6992ad493a6c31484910a68a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73281e209131cea5ac58.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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