# Semantic Image Synthesis on ADE20K outdoor Source: [Semantic Image Synthesis on ADE20K outdoor]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:15.419Z Evaluation of Semantic Image Synthesis performance on the ADE20K outdoor subset, measured using standard metrics such as mIoU, accuracy (accu), and 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 | Semantic Image Synthesis | | Dataset (including any stated split) | ADE20K outdoor | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher 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 - [mIoU](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [FID](): Lower is better; unit: SCALAR. - [Semantic Consistency](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | RESAIL | 41.1 | Not recorded | 68fa6c2d1e209131cea3294b | | OASIS | 40.4 | Not recorded | 68fa6c2d1e209131cea3294b | | SPADE | 30.8 | Not recorded | 68fa669c1e209131cea11672 | | SPADE | 30.8 | Not recorded | 68fa6c2d1e209131cea3294b | | pix2pixHD | 17.4 | Not recorded | 68fa669c1e209131cea11672 | | Pix2pixHD | 17.4 | Not recorded | 68fa6c2d1e209131cea3294b | | CRN | 16.5 | Not recorded | 68fa669c1e209131cea11672 | | CRN | 16.5 | Not recorded | 68fa6c2d1e209131cea3294b | | SIMS | 13.1 | Not recorded | 68fa669c1e209131cea11672 | | SIMS | 13.1 | Not recorded | 68fa6c2d1e209131cea3294b | ### RESAIL mIoU: 41.1. Result ID: 698eea3e3a6c314849f35c1b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OASIS mIoU: 40.4. Result ID: 698eea3e3a6c314849f35c1a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPADE mIoU: 30.8. Result ID: 698cfcca8b517eb4331e2d87. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPADE mIoU: 30.8. Result ID: 698eea3e3a6c314849f35c19. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### pix2pixHD mIoU: 17.4. Result ID: 698cfcca8b517eb4331e2d86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Pix2pixHD mIoU: 17.4. Result ID: 698eea3e3a6c314849f35c17. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CRN mIoU: 16.5. Result ID: 698cfcca8b517eb4331e2d84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CRN mIoU: 16.5. Result ID: 698eea3e3a6c314849f35c16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIMS mIoU: 13.1. Result ID: 698cfcca8b517eb4331e2d85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIMS mIoU: 13.1. Result ID: 698eea3e3a6c314849f35c18. [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.