# Satellite Segmentation on OpenEarth (test) Source: [Satellite Segmentation on OpenEarth (test)]() Collection index: [llms.txt]() Data updated: 2026-04-13T08:29:52.932Z Evaluation of Satellite Segmentation performance on the test split of the OpenEarth dataset, reporting metrics such as mIoU Score and Training Time. 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 | Satellite Segmentation | | Dataset (including any stated split) | OpenEarth (test) | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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. - [Training Time (hrs)](): Lower is better; unit: TIME. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | Fully Supervised Model | 67 | Not recorded | 69dc785d7d0172140ec788e4 | | DCAU-AL | 66.4 | Not recorded | 69dc785d7d0172140ec788e4 | | Coreset Model | 64.8 | Not recorded | 69dc785d7d0172140ec788e4 | | Naive Active Learning Model | 64.2 | Not recorded | 69dc785d7d0172140ec788e4 | ### Fully Supervised Model mIoU: 67. Result ID: 69dca8bf47f34ce924c39462. [Reporting paper]() Recorded evaluation configuration: {"Labeling":"100% data"}. This record does not assert independent reproduction. ### DCAU-AL mIoU: 66.4. Result ID: 69dca8bf47f34ce924c39465. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Labeling":"40% data"}. This record does not assert independent reproduction. ### Coreset Model mIoU: 64.8. Result ID: 69dca8bf47f34ce924c39464. [Reporting paper]() Recorded evaluation configuration: {"Labeling":"40% data"}. This record does not assert independent reproduction. ### Naive Active Learning Model mIoU: 64.2. Result ID: 69dca8bf47f34ce924c39463. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Labeling":"40% data"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.