# Virtual Try-On on Tstars-VTON Multi-Garment Source: [Virtual Try-On on Tstars-VTON Multi-Garment]() Collection index: [llms.txt]() Data updated: 2026-04-23T10:04:47.873Z Evaluation of Virtual Try-On models using the Tstars-VTON Multi-Garment dataset, assessed via human preference scores covering overall quality, identity consistency, garment fidelity, background preservation, and physical logic. 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) | Tstars-VTON Multi-Garment | | Metric | Overall Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Overall Score](): Higher is better; unit: SCALAR. - [Identity Consistency Score](): Higher is better; unit: SCALAR. - [Garment Fidelity Score](): Higher is better; unit: SCALAR. - [Background Preservation Score](): Higher is better; unit: SCALAR. - [Physical Logic Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Overall Score | Result date | Report paper | | --- | --- | --- | --- | | Tstars-Tryon 1.0 | 9.171 | Not recorded | 69e85c027d0172140ec8136b | | Seedream5 lite | 8.914 | Not recorded | 69e85c027d0172140ec8136b | | Nano Banana Pro | 8.54 | Not recorded | 69e85c027d0172140ec8136b | | GPT-Image-1.5 | 8.391 | Not recorded | 69e85c027d0172140ec8136b | | FLUX.2-klein-9B | 8.161 | Not recorded | 69e85c027d0172140ec8136b | | FLUX.2-dev | 7.775 | Not recorded | 69e85c027d0172140ec8136b | | QwenEdit-2511 | 6.441 | Not recorded | 69e85c027d0172140ec8136b | | FastFit | 6.039 | Not recorded | 69e85c027d0172140ec8136b | | FireRed-Image-Edit-1.1 | 4.822 | Not recorded | 69e85c027d0172140ec8136b | ### Tstars-Tryon 1.0 Overall Score: 9.171. Result ID: 69e9eeac47f34ce924d1a2a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Seedream5 lite Overall Score: 8.914. Result ID: 69e9eeac47f34ce924d1a2a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access Type":"Closed-source"}. This record does not assert independent reproduction. ### Nano Banana Pro Overall Score: 8.54. Result ID: 69e9eeac47f34ce924d1a2a0. [Reporting paper]() Recorded evaluation configuration: {"Access Type":"Closed-source"}. This record does not assert independent reproduction. ### GPT-Image-1.5 Overall Score: 8.391. Result ID: 69e9eeac47f34ce924d1a29f. [Reporting paper]() Recorded evaluation configuration: {"Access Type":"Closed-source"}. This record does not assert independent reproduction. ### FLUX.2-klein-9B Overall Score: 8.161. Result ID: 69e9eeac47f34ce924d1a29d. [Reporting paper]() Recorded evaluation configuration: {"Access Type":"Open-source"}. This record does not assert independent reproduction. ### FLUX.2-dev Overall Score: 7.775. Result ID: 69e9eeac47f34ce924d1a29c. [Reporting paper]() Recorded evaluation configuration: {"Access Type":"Open-source"}. This record does not assert independent reproduction. ### QwenEdit-2511 Overall Score: 6.441. Result ID: 69e9eeac47f34ce924d1a29b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access Type":"Open-source"}. This record does not assert independent reproduction. ### FastFit Overall Score: 6.039. Result ID: 69e9eeac47f34ce924d1a29a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Access Type":"Open-source"}. This record does not assert independent reproduction. ### FireRed-Image-Edit-1.1 Overall Score: 4.822. Result ID: 69e9eeac47f34ce924d1a29e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Access Type":"Open-source"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.