# Semantic Segmentation on YeSeg-OPT-SAR Source: [Semantic Segmentation on YeSeg-OPT-SAR]() Collection index: [llms.txt]() Data updated: 2026-04-28T10:01:17.491Z Evaluation of Semantic Segmentation performance on the YeSeg-OPT-SAR dataset, reporting Overall Accuracy (OA), Mean Intersection over Union (mIoU), and per-class User's Accuracy 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 Segmentation | | Dataset (including any stated split) | YeSeg-OPT-SAR | | Metric | Overall Accuracy (OA) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 Accuracy (OA)](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. - [User's Accuracy (bare ground)](): Higher is better; unit: PERCENT. - [User's Accuracy (low vegetation)](): Higher is better; unit: PERCENT. - [User's Accuracy (trees)](): Higher is better; unit: PERCENT. - [User's Accuracy (houses)](): Higher is better; unit: PERCENT. - [User's Accuracy (water)](): Higher is better; unit: PERCENT. - [User's Accuracy (roads)](): Higher is better; unit: PERCENT. - [User's Accuracy (others)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Overall Accuracy (OA) | Result date | Report paper | | --- | --- | --- | --- | | TSMNet | 85.33 | Not recorded | 69f03f6c55a3c32af89fa42e | | DenseCLIP | 85.13 | Not recorded | 69f03f6c55a3c32af89fa42e | | MSSNet | 80.23 | Not recorded | 69f03f6c55a3c32af89fa42e | | DDHRNet | 79.05 | Not recorded | 69f03f6c55a3c32af89fa42e | | CMGFNet | 78.95 | Not recorded | 69f03f6c55a3c32af89fa42e | | Deeplab v3+ | 78.42 | Not recorded | 69f03f6c55a3c32af89fa42e | | TACOSS | 77.66 | Not recorded | 69f03f6c55a3c32af89fa42e | | MCANet | 76.91 | Not recorded | 69f03f6c55a3c32af89fa42e | ### TSMNet Overall Accuracy (OA): 85.33. Result ID: 69f0853147f34ce924d6f905. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DenseCLIP Overall Accuracy (OA): 85.13. Result ID: 69f0853147f34ce924d6f903. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSSNet Overall Accuracy (OA): 80.23. Result ID: 69f0853047f34ce924d6f902. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDHRNet Overall Accuracy (OA): 79.05. Result ID: 69f0853047f34ce924d6f900. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMGFNet Overall Accuracy (OA): 78.95. Result ID: 69f0853047f34ce924d6f8ff. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Deeplab v3+ Overall Accuracy (OA): 78.42. Result ID: 69f0853047f34ce924d6f8fe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TACOSS Overall Accuracy (OA): 77.66. Result ID: 69f0853147f34ce924d6f904. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MCANet Overall Accuracy (OA): 76.91. Result ID: 69f0853047f34ce924d6f901. [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.