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Benchmarks for “semantic segmentation”

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

3,155 benchmarksPage 92 of 127

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TaskDatasetDomainTrendResultsLast update
Open-vocabulary semantic segmentationMUSES (clear day)computer vision6Feb 26, 2026
Open-vocabulary semantic segmentationACDC (night)computer vision6Feb 26, 2026
Open-vocabulary semantic segmentationACDC fogcomputer vision6Feb 26, 2026
Open-vocabulary semantic segmentationACDC snowcomputer vision6Feb 26, 2026
Open-vocabulary semantic segmentationACDC raincomputer vision6Feb 26, 2026
3D Semantic SegmentationScanNet200 (B150 N50)3d vision geometry6Feb 26, 2026
3D Semantic SegmentationScanNet200 B170/N303d vision geometry6Feb 26, 2026
Semantic SegmentationMSD Lungcomputer vision6Feb 26, 2026
Semantic SegmentationMSD Braincomputer vision6Feb 26, 2026
Semantic SegmentationMSD Heartcomputer vision6Feb 26, 2026
Semantic SegmentationOxford Pet small mask version - PET_Scomputer vision6Feb 26, 2026
Semantic SegmentationOxford Pet full mask PET_Fcomputer vision6Feb 26, 2026
Semantic SegmentationISIC Local (test)computer vision6Feb 26, 2026
Semantic SegmentationPolypgen Local (test)computer vision6Feb 26, 2026
Semantic SegmentationMug19 variantcomputer vision6Feb 26, 2026
Semantic SegmentationZJU-RGB-P (test)computer vision6Feb 26, 2026
Semantic SegmentationAverage (BDD, MV, ACDC, DZ) (val)computer vision6Feb 26, 2026
Semantic SegmentationStanford2D3D Panoramic SPan8computer vision6Feb 26, 2026
Semantic SegmentationDensePASS DP13computer vision6Feb 26, 2026
LiDAR Semantic SegmentationnuScenes Ccomputer vision3d vision geometry6Feb 26, 2026
LiDAR Semantic SegmentationDAPS-3D Full labelscomputer vision3d vision geometry6Feb 26, 2026
LiDAR Semantic SegmentationDAPS-3D Half labelscomputer vision3d vision geometry6Feb 26, 2026
LiDAR Semantic SegmentationSynLiDAR 10% label ratiocomputer vision3d vision geometry6Feb 26, 2026
LiDAR Semantic SegmentationSynLiDAR 1% label ratiocomputer vision3d vision geometry6Feb 26, 2026
LiDAR Semantic SegmentationSemanticSTF Full labelscomputer vision3d vision geometry6Feb 26, 2026