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Benchmarks for “semantic segmentation”

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

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TaskDatasetDomainTrendResultsLast update
Semantic SegmentationFoodSeg195 (Split 2)computer vision8Feb 26, 2026
Semantic SegmentationFoodSeg195 (Split 1)computer vision8Feb 26, 2026
Semantic SegmentationFoodSeg103 1.0 (Split 3)computer vision8Feb 26, 2026
Semantic SegmentationFoodSeg103 1.0 (Split 2)computer vision8Feb 26, 2026
Semantic SegmentationFoodSeg103 1.0 (Split 1)computer vision8Feb 26, 2026
Semantic SegmentationiSAID (val)computer vision8May 1, 2026
Semantic SegmentationKITTI-360 RGB-L (test)computer vision8Feb 26, 2026
Semantic SegmentationCamVid (val)computer vision8Feb 26, 2026
Semantic SegmentationCOCO 20^i (val)computer vision8Feb 26, 2026
Semantic SegmentationCityscapes 1/16 split 1.0 (val)computer vision8Feb 26, 2026
Semantic SegmentationPASCAL-Context (OOD)computer vision8Feb 26, 2026
Semantic SegmentationPASCAL-Context (Clean)computer vision8Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision8Feb 26, 2026
Semantic SegmentationPASCAL VOC blender 1/4 partition 2012 (val)computer vision8Feb 26, 2026
Semantic SegmentationPASCAL VOC blender 1/16 partition 2012 (val)computer vision8Feb 26, 2026
Semantic SegmentationC-Driving (Target)computer vision8Feb 26, 2026
Semantic SegmentationACDC (Open)computer vision8Feb 26, 2026
Semantic SegmentationACDC Targetcomputer vision8Feb 26, 2026
Semantic SegmentationNYUv2 enriched (test)computer vision8Feb 26, 2026
Semantic SegmentationCOCO-Stuff mid-level 27 categories (test)computer vision8Feb 26, 2026
Semantic SegmentationCityscapes 11 steps (11-1)computer vision8Feb 26, 2026
Semantic SegmentationCityscapes 3 steps (11-5)computer vision8Feb 26, 2026
Semantic SegmentationBraTScomputer vision8Feb 26, 2026
Semantic SegmentationPH2 (test)computer vision8Feb 26, 2026
Semantic SegmentationBTCV 13 organscomputer vision8Feb 26, 2026