# Image-based Virtual Try-On on VITON-HD paired unpaired Source: [Image-based Virtual Try-On on VITON-HD paired unpaired]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:24.697Z Evaluation of Image-based Virtual Try-On performance on the VITON-HD dataset, covering both paired and unpaired evaluation settings, using fidelity metrics like SSIM, LPIPS, 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 | Image-based Virtual Try-On | | Dataset (including any stated split) | VITON-HD paired unpaired | | Metric | SSIM | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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](): Higher is better; unit: SCALAR. - [LPIPS](): Lower is better; unit: SCALAR. - [FIDu](): Lower is better; unit: SCALAR. - [KIDu](): Lower is better; unit: SCALAR. ## Recorded results | Method | SSIM | Result date | Report paper | | --- | --- | --- | --- | | DPIDM | 0.893 | Not recorded | 68fa78b31e209131cea79d79 | | GPD-VVTO | 0.891 | Not recorded | 68fa78b31e209131cea79d79 | | GP-VTON | 0.89 | Not recorded | 68fa78b31e209131cea79d79 | | DCI-VTON | 0.89 | Not recorded | 68fa78b31e209131cea79d79 | | IDM | 0.881 | Not recorded | 68fa78b31e209131cea79d79 | | StableVITON | 0.878 | Not recorded | 68fa78b31e209131cea79d79 | | WearAnyWay | 0.877 | Not recorded | 68fa78b31e209131cea79d79 | | CAT-DM | 0.877 | Not recorded | 68fa78b31e209131cea79d79 | | HR-VITON | 0.876 | Not recorded | 68fa78b31e209131cea79d79 | | LaDI-VTON | 0.875 | Not recorded | 68fa78b31e209131cea79d79 | | VITON-HD | 0.862 | Not recorded | 68fa78b31e209131cea79d79 | ### DPIDM SSIM: 0.893. Result ID: 69959ba63badfaffe69763d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPD-VVTO SSIM: 0.891. Result ID: 69959ba63badfaffe69763d7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GP-VTON SSIM: 0.89. Result ID: 69959ba63badfaffe69763d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCI-VTON SSIM: 0.89. Result ID: 69959ba63badfaffe69763d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IDM SSIM: 0.881. Result ID: 69959ba63badfaffe69763d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StableVITON SSIM: 0.878. Result ID: 69959ba63badfaffe69763d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WearAnyWay SSIM: 0.877. Result ID: 69959ba63badfaffe69763d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CAT-DM SSIM: 0.877. Result ID: 69959ba63badfaffe69763d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HR-VITON SSIM: 0.876. Result ID: 69959ba63badfaffe69763cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LaDI-VTON SSIM: 0.875. Result ID: 69959ba63badfaffe69763d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VITON-HD SSIM: 0.862. Result ID: 69959ba63badfaffe69763ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.