# Semantic Segmentation on PBVS MARS-LS 2026 (test) Source: [Semantic Segmentation on PBVS MARS-LS 2026 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-17T06:39:51.620Z Evaluation of Semantic Segmentation performance on the test split of the PBVS MARS-LS 2026 dataset, reporting overall mIoU, foreground/background IoU, F1 score, Precision, and Recall. 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) | PBVS MARS-LS 2026 (test) | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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. - [IoU (Foreground)](): Higher is better; unit: PERCENT. - [IoU (Background)](): Higher is better; unit: PERCENT. - [F1 Score](): Higher is better; unit: PERCENT. - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | DualSwinFusionSeg | 78.3 | Not recorded | 69b8e0360636e5bf4afbecdf | ### DualSwinFusionSeg mIoU: 78.3. Result ID: 69b8f5c147f34ce924a0ca96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Phase":"Test"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.