# Virtual Try-On on StreetTryOn Shop-to-Street Source: [Virtual Try-On on StreetTryOn Shop-to-Street]() Collection index: [llms.txt]() Data updated: 2026-03-31T07:21:00.145Z Evaluation of Virtual Try-On performance on the StreetTryOn Shop-to-Street dataset, reporting image fidelity metrics such as FID. 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) | StreetTryOn Shop-to-Street | | Metric | FID | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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](): Lower is better; unit: SCALAR. ## Recorded results | Method | FID | Result date | Report paper | | --- | --- | --- | --- | | RefTON | 28.991 | Not recorded | 6909886b3ef7ccd74e5e5912 | | OmniVTON++ | 32.15 | Not recorded | 6993f6549ebc499c97409d5c | | OmniVTON++ | 32.357 | Not recorded | 6993f6549ebc499c97409d5c | | OmniVTON | 33.919 | Not recorded | 6993f6549ebc499c97409d5c | | OmniVTON | 33.919 | Not recorded | 6909886b3ef7ccd74e5e5912 | | StreetTryOn | 34.054 | Not recorded | 6993f6549ebc499c97409d5c | | StreetTryOn | 34.054 | Not recorded | 6909886b3ef7ccd74e5e5912 | | D4-VTON | 35.003 | Not recorded | 6993f6549ebc499c97409d5c | | CAT-DM | 37.484 | Not recorded | 6993f6549ebc499c97409d5c | | IDM-VTON | 42.282 | Not recorded | 6993f6549ebc499c97409d5c | | OOTDiffusion | 42.318 | Not recorded | 6993f6549ebc499c97409d5c | | AnyDoor | 50.893 | Not recorded | 6993f6549ebc499c97409d5c | | Cross-Image | 69.444 | Not recorded | 6993f6549ebc499c97409d5c | | PBE | 81.538 | Not recorded | 6993f6549ebc499c97409d5c | | Any2AnyTryon | 98.117 | Not recorded | 6993f6549ebc499c97409d5c | | TIGIC | 100.177 | Not recorded | 6993f6549ebc499c97409d5c | ### RefTON FID: 28.991. Result ID: 69cb75d947f34ce924b35c36. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mask":"true","Pose":"false","Text":"false"}. This record does not assert independent reproduction. ### OmniVTON++ FID: 32.15. Result ID: 699a99315698665ec42493a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"FLUX"}. This record does not assert independent reproduction. ### OmniVTON++ FID: 32.357. Result ID: 699a99315698665ec42493a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"SD-2.0"}. This record does not assert independent reproduction. ### OmniVTON FID: 33.919. Result ID: 699a99315698665ec42493a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OmniVTON FID: 33.919. Result ID: 69cb75d947f34ce924b35c35. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Mask":"true","Pose":"true","Text":"true"}. This record does not assert independent reproduction. ### StreetTryOn FID: 34.054. Result ID: 699a99315698665ec42493a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### StreetTryOn FID: 34.054. Result ID: 69cb75d947f34ce924b35c34. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Mask":"true","Pose":"true","Text":"false"}. This record does not assert independent reproduction. ### D4-VTON FID: 35.003. Result ID: 699a99315698665ec424939e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### CAT-DM FID: 37.484. Result ID: 699a99315698665ec424939d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### IDM-VTON FID: 42.282. Result ID: 699a99315698665ec424939f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### OOTDiffusion FID: 42.318. Result ID: 699a99315698665ec42493a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### AnyDoor FID: 50.893. Result ID: 699a99315698665ec42493a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Exemplar-based Image Editing Method"}. This record does not assert independent reproduction. ### Cross-Image FID: 69.444. Result ID: 699a99315698665ec42493a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Exemplar-based Image Editing Method"}. This record does not assert independent reproduction. ### PBE FID: 81.538. Result ID: 699a99315698665ec42493a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Exemplar-based Image Editing Method"}. This record does not assert independent reproduction. ### Any2AnyTryon FID: 98.117. Result ID: 699a99315698665ec42493a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Virtual Try-On Method"}. This record does not assert independent reproduction. ### TIGIC FID: 100.177. Result ID: 699a99315698665ec42493a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Exemplar-based Image Editing Method"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.