List your company

Research

Benchmarks for “semantic segmentation”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

3,155 benchmarksPage 14 of 127

Reset

Search results

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationCityscapes fine (val)computer vision42Feb 26, 2026
Semantic SegmentationCityscapescomputer vision42Feb 26, 2026
Semantic SegmentationMFNet nighttime (test)computer vision42Feb 26, 2026
Open-vocabulary semantic segmentationPascal VOC 21computer vision41May 26, 2026
3D Semantic SegmentationS3DIS Area53d vision geometry41Apr 7, 2026
Semantic SegmentationPascal VOC overlapped setting (15-1 (6 steps))computer vision41Feb 26, 2026
Semantic SegmentationCityScapescomputer vision41Jun 16, 2026
Semantic SegmentationDark Zurichcomputer vision41Mar 30, 2026
Semantic SegmentationCOCO-20i 1-shotcomputer vision41Feb 26, 2026
Video Semantic SegmentationCamVidcomputer vision41Mar 26, 2026
Few-shot 3D point cloud semantic segmentationS3DIS (Mean across folds)3d vision geometrycomputer vision40Mar 23, 2026
Semantic SegmentationCityscapes-C long-term adaptation (target)computer vision40Feb 26, 2026
3D Semantic SegmentationS3DIS (S0, S1)3d vision geometry40Feb 26, 2026
Semantic SegmentationnuScenescomputer vision40Mar 26, 2026
Semantic SegmentationMS COCO 20icomputer vision40Feb 26, 2026
Open-vocabulary semantic segmentationPascal VOC 21 (With Background)computer vision39May 13, 2026
Semantic SegmentationCOCOStuff 164Kcomputer vision39Jun 4, 2026
Semantic SegmentationStanford2D3D-Panoramic (SPan) v1 (averaged by 3 folds)computer vision39Feb 26, 2026
Open-vocabulary semantic segmentationPascal VOC 20 without backgroundcomputer vision38May 13, 2026
Semantic SegmentationPascal Context 59 (val)computer vision38Feb 26, 2026
Semantic SegmentationOpenEarthMapcomputer vision38Apr 10, 2026
Semantic SegmentationLVIS 92^icomputer vision38Mar 31, 2026
3D Semantic SegmentationnuScenes Lidar-Seg (val)3d vision geometry38Apr 10, 2026
Semantic SegmentationCityscapes (val)computer vision38Feb 26, 2026
Few-shot semantic segmentationCOCO-20i (4-fold cross-validation)computer vision38Feb 26, 2026