# Semantic Segmentation on iSAID RGB-Only Source: [Semantic Segmentation on iSAID RGB-Only]() Collection index: [llms.txt]() Data updated: 2026-03-31T09:43:49.957Z Evaluation of Semantic Segmentation performance on the iSAID RGB-Only 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) | iSAID RGB-Only | | 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 | 45.23 | Not recorded | 69cb555c0636e5bf4afca215 | | SkySense-O | 43.92 | Not recorded | 69cb555c0636e5bf4afca215 | | SegGPT+PriorSeg | 32.18 | Not recorded | 69cb555c0636e5bf4afca215 | | SegGPT | 29.17 | Not recorded | 69cb555c0636e5bf4afca215 | | DINOv+PriorSeg | 27.39 | Not recorded | 69cb555c0636e5bf4afca215 | | DINOv | 25.35 | Not recorded | 69cb555c0636e5bf4afca215 | | CAT-SEG+PriorSeg | 23.55 | Not recorded | 69cb555c0636e5bf4afca215 | | SegEarth-OV+PriorSeg | 22.85 | Not recorded | 69cb555c0636e5bf4afca215 | | SegEarth-OV | 21.7 | Not recorded | 69cb555c0636e5bf4afca215 | | CAT-SEG | 20.58 | Not recorded | 69cb555c0636e5bf4afca215 | | SAN+PriorSeg | 15.24 | Not recorded | 69cb555c0636e5bf4afca215 | | SAN | 11.77 | Not recorded | 69cb555c0636e5bf4afca215 | ### SkySense-O+PriorSeg mIoU: 45.23. Result ID: 69cb975047f34ce924b4457f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SkySense-O mIoU: 43.92. Result ID: 69cb975047f34ce924b4457e. [Reporting paper]() Recorded evaluation configuration: {"Publication":"CVPR 2025","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### SegGPT+PriorSeg mIoU: 32.18. Result ID: 69cb975047f34ce924b44575. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SegGPT mIoU: 29.17. Result ID: 69cb975047f34ce924b44574. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"ICCV 2023","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### DINOv+PriorSeg mIoU: 27.39. Result ID: 69cb975047f34ce924b44577. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### DINOv mIoU: 25.35. Result ID: 69cb975047f34ce924b44576. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"CVPR 2023","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### CAT-SEG+PriorSeg mIoU: 23.55. Result ID: 69cb975047f34ce924b4457b. [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: 22.85. Result ID: 69cb975047f34ce924b4457d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SegEarth-OV mIoU: 21.7. Result ID: 69cb975047f34ce924b4457c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Publication":"Arxiv 2024","Evaluation protocol":"Zero-shot"}. This record does not assert independent reproduction. ### CAT-SEG mIoU: 20.58. Result ID: 69cb975047f34ce924b4457a. [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: 15.24. Result ID: 69cb975047f34ce924b44579. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation protocol":"Zero-shot","Module":"PriorSeg"}. This record does not assert independent reproduction. ### SAN mIoU: 11.77. Result ID: 69cb975047f34ce924b44578. [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.