# Semantic Image Translation on ImageNet (test) Source: [Semantic Image Translation on ImageNet (test)]() Collection index: [llms.txt]() Data updated: 2026-02-27T07:05:20.697Z Evaluation of Semantic Image Translation performance on the test split of the ImageNet dataset, measured using LPIPS, Accuracy, CSFID, and SFID 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 | Semantic Image Translation | | Dataset (including any stated split) | ImageNet (test) | | Metric | LPIPS | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 6 of 6 | | 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 - [LPIPS](): Lower is better; unit: SCALAR. - [Accuracy](): Higher is better; unit: PERCENT. - [CSFID](): Lower is better; unit: SCALAR. - [SFID](): Lower is better; unit: SCALAR. ## Recorded results | Method | LPIPS | Result date | Report paper | | --- | --- | --- | --- | | COPY | 0 | Not recorded | 68fa6bf31e209131cea3120f | | ENCODE | 17.5 | Not recorded | 68fa6bf31e209131cea3120f | | ManiGAN | 21.7 | Not recorded | 68fa6bf31e209131cea3120f | | FlexIT | 24.7 | Not recorded | 68fa6bf31e209131cea3120f | | StyleCLIP | 33.4 | Not recorded | 68fa6bf31e209131cea3120f | | RETRIEVE | 72.4 | Not recorded | 68fa6bf31e209131cea3120f | ### COPY LPIPS: 0. Result ID: 69a1421235dfcabb00e5d7b6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ENCODE LPIPS: 17.5. Result ID: 69a1421235dfcabb00e5d7b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ManiGAN LPIPS: 21.7. Result ID: 69a1421235dfcabb00e5d7b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlexIT LPIPS: 24.7. Result ID: 69a1421235dfcabb00e5d7bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### StyleCLIP LPIPS: 33.4. Result ID: 69a1421235dfcabb00e5d7ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RETRIEVE LPIPS: 72.4. Result ID: 69a1421235dfcabb00e5d7b8. [Reporting 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.