# Semantic Segmentation on WHU-OPT-SAR RGB-Phy Source: [Semantic Segmentation on WHU-OPT-SAR RGB-Phy]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:43:50.036Z Evaluation of Semantic Segmentation performance on the WHU-OPT-SAR RGB-Phy dataset, reporting Mean Intersection over Union (mIoU). 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 Segmentation | | Dataset (including any stated split) | WHU-OPT-SAR RGB-Phy | | Metric | mIoU | | Unit | PERCENT | | 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 - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | SkySense-O+PriorSeg | 42.98 | Not recorded | 69cb555c0636e5bf4afca215 | | SkySense-O | 39.83 | Not recorded | 69cb555c0636e5bf4afca215 | | CAT-SEG+PriorSeg | 39.47 | Not recorded | 69cb555c0636e5bf4afca215 | | SegEarth-OV+PriorSeg | 35.74 | Not recorded | 69cb555c0636e5bf4afca215 | | CAT-SEG | 35.22 | Not recorded | 69cb555c0636e5bf4afca215 | | SAN+PriorSeg | 32.71 | Not recorded | 69cb555c0636e5bf4afca215 | | SegEarth-OV | 31.61 | Not recorded | 69cb555c0636e5bf4afca215 | | SegGPT+PriorSeg | 29.33 | Not recorded | 69cb555c0636e5bf4afca215 | | DINOv+PriorSeg | 28.67 | Not recorded | 69cb555c0636e5bf4afca215 | | SAN | 25.97 | Not recorded | 69cb555c0636e5bf4afca215 | | SegGPT | 23.42 | Not recorded | 69cb555c0636e5bf4afca215 | | DINOv | 22.74 | Not recorded | 69cb555c0636e5bf4afca215 | ### SkySense-O+PriorSeg mIoU: 42.98. Result ID: 69cb975047f34ce924b44597. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SkySense-O mIoU: 39.83. Result ID: 69cb975047f34ce924b44596. [Reporting paper]() Recorded evaluation configuration: {"Publication":"CVPR 2025","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### CAT-SEG+PriorSeg mIoU: 39.47. Result ID: 69cb975047f34ce924b44593. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SegEarth-OV+PriorSeg mIoU: 35.74. Result ID: 69cb975047f34ce924b44595. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### CAT-SEG mIoU: 35.22. Result ID: 69cb975047f34ce924b44592. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2024","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SAN+PriorSeg mIoU: 32.71. Result ID: 69cb975047f34ce924b44591. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SegEarth-OV mIoU: 31.61. Result ID: 69cb975047f34ce924b44594. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"Arxiv 2024","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SegGPT+PriorSeg mIoU: 29.33. Result ID: 69cb975047f34ce924b4458d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### DINOv+PriorSeg mIoU: 28.67. Result ID: 69cb975047f34ce924b4458f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SAN mIoU: 25.97. Result ID: 69cb975047f34ce924b44590. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2023","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SegGPT mIoU: 23.42. Result ID: 69cb975047f34ce924b4458c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"ICCV 2023","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### DINOv mIoU: 22.74. Result ID: 69cb975047f34ce924b4458e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2023","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.