# Virtual Try-On on SHHQ 1.0 (test)

Source: [Virtual Try-On on SHHQ 1.0 (test)](<https://www.sota2.com/research/sota/virtual-try-on-on-shhq-1-0-test>)

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

Data updated: 2026-04-15T07:17:46.729Z

Evaluation of Virtual Try-On performance on the test split of the SHHQ 1.0 dataset, reporting image fidelity metrics including 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) | SHHQ 1.0 (test) |
| Metric | FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 14 of 14 |
| 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

- [FID](<https://www.sota2.com/research/sota/virtual-try-on-on-shhq-1-0-test.md?metric=FID>): Lower is better; unit: SCALAR.

- [KID](<https://www.sota2.com/research/sota/virtual-try-on-on-shhq-1-0-test.md?metric=KID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | FID | Result date | Report paper |
| --- | --- | --- | --- |
| StableVITON | 21.077 | Not recorded | 68fa71571e209131cea50ab0 |
| DCI-VTON | 21.1485 | Not recorded | 68fa7c321e209131cea8cf48 |
| DCI-VTON | 21.235 | Not recorded | 68fa7c321e209131cea8cf48 |
| LaDI-VTON | 22.2632 | Not recorded | 68fa7c321e209131cea8cf48 |
| StableVITON | 22.5525 | Not recorded | 68fa7c321e209131cea8cf48 |
| StableVITON | 22.7463 | Not recorded | 68fa7c321e209131cea8cf48 |
| StableVITON | 23.531 | Not recorded | 68fa71571e209131cea50ab0 |
| DCI-VTON | 24.368 | Not recorded | 68fa71571e209131cea50ab0 |
| DCI-VTON | 24.85 | Not recorded | 68fa71571e209131cea50ab0 |
| LADI-VTON | 24.904 | Not recorded | 68fa71571e209131cea50ab0 |
| Paint-by-Example | 26.274 | Not recorded | 68fa71571e209131cea50ab0 |
| HR-VITON | 36.2665 | Not recorded | 68fa7c321e209131cea8cf48 |
| HR-VITON | 52.732 | Not recorded | 68fa71571e209131cea50ab0 |
| VITON-HD | 71.149 | Not recorded | 68fa71571e209131cea50ab0 |

### StableVITON

FID: 21.077. Result ID: 6991c68a3a6c3148490a83a0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Implementation](<https://github.com/rlawjdghek/StableVITON>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD","RePaint (Inference Strategy)":true}. This record does not assert independent reproduction.

### DCI-VTON

FID: 21.1485. Result ID: 69df3b8a47f34ce924c7972f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

Recorded evaluation configuration: {"enhancement":"ART-VITON"}. This record does not assert independent reproduction.

### DCI-VTON

FID: 21.235. Result ID: 69df3b8a47f34ce924c7972e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

Recorded evaluation configuration: {"enhancement":"none"}. This record does not assert independent reproduction.

### LaDI-VTON

FID: 22.2632. Result ID: 69df3b8a47f34ce924c7972d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703f1e209131cea49ece.md>)

Recorded evaluation configuration: {"enhancement":"none"}. This record does not assert independent reproduction.

### StableVITON

FID: 22.5525. Result ID: 69df3b8a47f34ce924c79731.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

Recorded evaluation configuration: {"enhancement":"ART-VITON"}. This record does not assert independent reproduction.

### StableVITON

FID: 22.7463. Result ID: 69df3b8a47f34ce924c79730.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

Recorded evaluation configuration: {"enhancement":"none"}. This record does not assert independent reproduction.

### StableVITON

FID: 23.531. Result ID: 6991c68a3a6c3148490a839f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Implementation](<https://github.com/rlawjdghek/StableVITON>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

### DCI-VTON

FID: 24.368. Result ID: 6991c68a3a6c3148490a839e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70431e209131cea4a010.md>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD","Data Augmentation":true}. This record does not assert independent reproduction.

### DCI-VTON

FID: 24.85. Result ID: 6991c68a3a6c3148490a839d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70431e209131cea4a010.md>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

### LADI-VTON

FID: 24.904. Result ID: 6991c68a3a6c3148490a839b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703f1e209131cea49ece.md>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

### Paint-by-Example

FID: 26.274. Result ID: 6991c68a3a6c3148490a839c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e061e209131cea3d803.md>)

[Implementation](<https://github.com/Fantasy-Studio/Paint-by-Example>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

### HR-VITON

FID: 36.2665. Result ID: 69df3b8a47f34ce924c7972c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7c321e209131cea8cf48.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d181e209131cea37b04.md>)

[Implementation](<https://github.com/sangyun884/HR-VITON>)

Recorded evaluation configuration: {"enhancement":"none"}. This record does not assert independent reproduction.

### HR-VITON

FID: 52.732. Result ID: 6991c68a3a6c3148490a839a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d181e209131cea37b04.md>)

[Implementation](<https://github.com/sangyun884/HR-VITON>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

### VITON-HD

FID: 71.149. Result ID: 6991c68a3a6c3148490a8399.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71571e209131cea50ab0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aba1e209131cea2a18c.md>)

[Implementation](<https://github.com/shadow2496/VITON-HD>)

Recorded evaluation configuration: {"Train dataset":"VITON-HD"}. This record does not assert independent reproduction.

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