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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 81 of 127

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TaskDatasetDomainTrendResultsLast update
Semantic SegmentationGlomerular Histology Datasetcomputer vision7Mar 4, 2026
Semantic SegmentationHuman bodycomputer vision7Mar 4, 2026
Semantic SegmentationCityscapescomputer vision7Feb 27, 2026
Semantic SegmentationBDD100K BDD-19computer vision7Feb 26, 2026
Semantic SegmentationCityscapes CS-19computer vision7Feb 26, 2026
Semantic SegmentationCityscapes fine 1/30 (val)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationS3DIS (N6)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationS3DIS (N4)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationScanNet200 (N50)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationScanNet200 (N30)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationScanNet V2 (N9)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationScanNet V2 (N7)computer vision7Feb 26, 2026
Open vocabulary semantic segmentationScanNet V2 (N4)computer vision7Feb 26, 2026
Urban scene semantic segmentationHSICity (test)computer vision7Feb 26, 2026
Semantic Segmentation11 Remote Sensing Benchmark Datasets 1.0 (aggregated)computer vision7Feb 26, 2026
Semantic SegmentationZeroWaste f (val)computer vision7Feb 26, 2026
Semantic SegmentationZeroWaste-f (train)computer vision7Feb 26, 2026
Semantic SegmentationCASIA Iris Interval (val)computer vision7Feb 26, 2026
3D Semantic SegmentationScanNet (full)3d vision geometry7Feb 26, 2026
Semantic SegmentationLOVEDA 5kcomputer vision7Feb 26, 2026
Semantic SegmentationFUSU-4kcomputer vision7Feb 26, 2026
Semantic SegmentationInteriorGScomputer vision7Feb 26, 2026
Semantic SegmentationMatterport3D 160computer vision7Feb 26, 2026
Semantic SegmentationDeepGlobe (val)computer vision7Feb 26, 2026
Semantic SegmentationSemantic KITTI reduced set 360 (val)computer vision7Feb 26, 2026