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 21 of 127

Reset

Search results

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationPASCAL Context without background class 59computer vision27Feb 26, 2026
Weakly-supervised semantic segmentationMS COCO 2014 (val)computer vision27Feb 26, 2026
Incremental Semantic SegmentationPascal VOC disjoint setup 2012 (VOC 15-5)computer vision27Jun 4, 2026
Continual Semantic SegmentationPascal-VOC 19-1 2012computer vision27Feb 26, 2026
3D Semantic SegmentationS3DIS3d vision geometry27Apr 14, 2026
Semantic SegmentationADE20k 92 (val)computer vision26Jun 15, 2026
Semantic SegmentationCityscapes 16 (test)computer vision26Jun 15, 2026
Semantic SegmentationURTFcomputer vision26Apr 30, 2026
Semantic SegmentationADE20Kcomputer vision26Jun 23, 2026
Semantic SegmentationMaSTr1325 80-20 (test)computer vision26Mar 27, 2026
Semantic SegmentationPASCAL VOC 15-1 sequence 2012computer vision26Mar 17, 2026
Semantic SegmentationPASCAL VOC 15-5 sequence 2012computer vision26Mar 17, 2026
Semantic SegmentationSemSeg (SS)computer vision26Mar 16, 2026
Semantic SegmentationCOCO-EAcomputer vision26Mar 4, 2026
Semantic SegmentationGraSPcomputer vision26Feb 26, 2026
Semantic SegmentationDSADcomputer vision26Feb 26, 2026
Semantic SegmentationCholecSeg8kcomputer vision26Feb 26, 2026
Semantic SegmentationGTAV + Synthia (G+S) to BDD100K (B), Cityscapes (C), Mapillary (M) Sim-2-Real (test)computer vision26Mar 31, 2026
Semantic SegmentationCityscapes original (1/8 (372 labeled images))computer vision26Jul 7, 2026
Semantic SegmentationSYNTHIAcomputer vision26Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision26Mar 30, 2026
Semantic SegmentationCOCO-20i 5-shotcomputer vision26Feb 26, 2026
Semantic SegmentationCityScapescomputer vision26Mar 30, 2026
Incremental Semantic SegmentationCOCOcomputer vision26Jun 4, 2026
Open-vocabulary semantic segmentationPascal Context 59 (P59)computer vision25Jun 16, 2026