# Video Virtual Try-on on TryAny-Bench OTO (test)

Source: [Video Virtual Try-on on TryAny-Bench OTO (test)](<https://www.sota2.com/research/sota/video-virtual-try-on-on-tryany-bench-oto-test>)

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

Data updated: 2026-06-09T08:53:41.135Z

Evaluation of Video Virtual Try-on performance on the test split of the TryAny-Bench OTO dataset, reporting image fidelity metrics (SSIM, LPIPS) and specialized VVT metrics (VFID\_I, VFID\_R).

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 | Video Virtual Try-on |
| Dataset (including any stated split) | TryAny-Bench OTO (test) |
| Metric | VFID\_I |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [VFID\_I](<https://www.sota2.com/research/sota/video-virtual-try-on-on-tryany-bench-oto-test.md?metric=VFID_I>): Lower is better; unit: SCALAR.

- [VFID\_R](<https://www.sota2.com/research/sota/video-virtual-try-on-on-tryany-bench-oto-test.md?metric=VFID_R>): Lower is better; unit: SCALAR.

- [SSIM](<https://www.sota2.com/research/sota/video-virtual-try-on-on-tryany-bench-oto-test.md?metric=SSIM>): Higher is better; unit: PERCENT.

- [LPIPS](<https://www.sota2.com/research/sota/video-virtual-try-on-on-tryany-bench-oto-test.md?metric=LPIPS>): Lower is better; unit: SCALAR.

## Recorded results

| Method | VFID\_I | Result date | Report paper |
| --- | --- | --- | --- |
| OmniTryOn | 14.704 | Not recorded | 6a279e2090966ade919bf757 |
| VACE | 17.975 | Not recorded | 6a279e2090966ade919bf757 |
| Magic-TryOn | 18.256 | Not recorded | 6a279e2090966ade919bf757 |
| ViViD | 19.139 | Not recorded | 6a279e2090966ade919bf757 |
| CatV2TON | 24.141 | Not recorded | 6a279e2090966ade919bf757 |
| VAP | 41.767 | Not recorded | 6a279e2090966ade919bf757 |

### OmniTryOn

VFID\_I: 14.704. Result ID: 6a27d45cfbc373592c24b285.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

Recorded evaluation configuration: {"Inference Time (s)":"186"}. This record does not assert independent reproduction.

### VACE

VFID\_I: 17.975. Result ID: 6a27d45cfbc373592c24b283.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77591e209131cea7298c.md>)

[Implementation](<https://ali-vilab.github.io/VACE-Page/>)

Recorded evaluation configuration: {"Inference Time (s)":"217"}. This record does not assert independent reproduction.

### Magic-TryOn

VFID\_I: 18.256. Result ID: 6a27d45cfbc373592c24b280.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba21e209131cea897fb.md>)

Recorded evaluation configuration: {"Inference Time (s)":"356"}. This record does not assert independent reproduction.

### ViViD

VFID\_I: 19.139. Result ID: 6a27d45cfbc373592c24b282.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa734f1e209131cea5bba6.md>)

Recorded evaluation configuration: {"Inference Time (s)":"216"}. This record does not assert independent reproduction.

### CatV2TON

VFID\_I: 24.141. Result ID: 6a27d45cfbc373592c24b281.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76b01e209131cea6e7d1.md>)

Recorded evaluation configuration: {"Inference Time (s)":"220"}. This record does not assert independent reproduction.

### VAP

VFID\_I: 41.767. Result ID: 6a27d45cfbc373592c24b284.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2090966ade919bf757.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fefc893ef7ccd74e5c581e.md>)

Recorded evaluation configuration: {"Inference Time (s)":"186"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.