# Video Virtual Try-on on Our collected dataset (test) Source: [Video Virtual Try-on on Our collected dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:03:21.799Z Evaluation of Video Virtual Try-on models on the test split of the custom 'Our collected dataset', utilizing image fidelity metrics (SSIM, LPIPS) and specialized VFID metrics. 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) | Our collected dataset (test) | | Metric | SSIM | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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. - [VFID (I3D)](): Lower is better; unit: SCALAR. - [VFID (ResNeXt101)](): Lower is better; unit: SCALAR. ## Recorded results | Method | SSIM | Result date | Report paper | | --- | --- | --- | --- | | ClothFormer | 0.959 | Not recorded | 68fa6c671e209131cea33e13 | | ClothFormer | 0.958 | Not recorded | 68fa6c671e209131cea33e13 | | ClothFormer-tiny | 0.955 | Not recorded | 68fa6c671e209131cea33e13 | | ClothFormer | 0.953 | Not recorded | 68fa6c671e209131cea33e13 | | ClothFormer | 0.949 | Not recorded | 68fa6c671e209131cea33e13 | | ACGPN | 0.936 | Not recorded | 68fa6c671e209131cea33e13 | | PBAFN | 0.932 | Not recorded | 68fa6c671e209131cea33e13 | | CP-VTON | 0.929 | Not recorded | 68fa6c671e209131cea33e13 | | PBAFN | 0.841 | Not recorded | 68fa6c671e209131cea33e13 | | ACGPN | 0.786 | Not recorded | 68fa6c671e209131cea33e13 | | FW-GAN | 0.705 | Not recorded | 68fa6c671e209131cea33e13 | | CP-VTON | 0.682 | Not recorded | 68fa6c671e209131cea33e13 | ### ClothFormer SSIM: 0.959. Result ID: 698f11893a6c314849f5762c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"‡"}. This record does not assert independent reproduction. ### ClothFormer SSIM: 0.958. Result ID: 698f11893a6c314849f5762f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"final"}. This record does not assert independent reproduction. ### ClothFormer-tiny SSIM: 0.955. Result ID: 698f11893a6c314849f5762e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ClothFormer SSIM: 0.953. Result ID: 698f11893a6c314849f5762b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"†"}. This record does not assert independent reproduction. ### ClothFormer SSIM: 0.949. Result ID: 698f11893a6c314849f5762d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"♢"}. This record does not assert independent reproduction. ### ACGPN SSIM: 0.936. Result ID: 698f11893a6c314849f57629. [Reporting paper]() Recorded evaluation configuration: {"variant":"\*"}. This record does not assert independent reproduction. ### PBAFN SSIM: 0.932. Result ID: 698f11893a6c314849f5762a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"\*"}. This record does not assert independent reproduction. ### CP-VTON SSIM: 0.929. Result ID: 698f11893a6c314849f57628. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"variant":"\*"}. This record does not assert independent reproduction. ### PBAFN SSIM: 0.841. Result ID: 698f11893a6c314849f57626. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ACGPN SSIM: 0.786. Result ID: 698f11893a6c314849f57625. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FW-GAN SSIM: 0.705. Result ID: 698f11893a6c314849f57627. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CP-VTON SSIM: 0.682. Result ID: 698f11893a6c314849f57624. [Reporting paper]() [Method origin paper]() 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.