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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 24 of 127

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TaskDatasetDomainTrendResultsLast update
Semantic SegmentationCOCO 20i Fold-1computer vision24Feb 26, 2026
Semantic SegmentationCOCO-20i Fold-0computer vision24Feb 26, 2026
Semantic SegmentationSN-7-TS (test)computer vision24Feb 26, 2026
Semantic SegmentationRainCityscapecomputer vision24Apr 28, 2026
Continual Semantic SegmentationADE20k 100-10 (6 tasks) (val)computer vision24Feb 26, 2026
Semantic SegmentationPascal-VOC Disjoint 15-1 2012computer vision24Feb 26, 2026
Semantic SegmentationLIP (val)computer vision24Feb 26, 2026
Semantic SegmentationKITTI (val)computer vision24Feb 26, 2026
Semantic segmentationScanNet20 (val)computer vision24Feb 26, 2026
Semantic SegmentationYCB-Vcomputer vision23May 26, 2026
Open-set Point Cloud Semantic SegmentationS3DIS Manual-10-33d vision geometrycomputer vision23May 13, 2026
Open-set Point Cloud Semantic SegmentationS3DIS Manual-12-13d vision geometrycomputer vision23May 13, 2026
Open-vocabulary semantic segmentationADE20K A-847computer vision23May 26, 2026
Semantic SegmentationPascal Context Stuff without backgroundcomputer vision23Apr 29, 2026
Semantic SegmentationCOCO-60 with backgroundcomputer vision23Apr 29, 2026
Semantic SegmentationSurveillance mixture RainSnow, MTID/Drone, GRAM-RTM/M-30-HD, UT/Sherbrookecomputer vision23Mar 25, 2026
Semantic SegmentationCityscapescomputer vision23Mar 24, 2026
Few-shot 3D Semantic SegmentationScanNet3d vision geometrycomputer vision23Jul 1, 2026
Open-Vocabulary Semantic SegmentationPASCAL VOC-20 (val)computer vision23Jul 7, 2026
Semantic SegmentationPASCAL VOC 10-1 sequence 2012computer vision23Mar 17, 2026
Semantic SegmentationScanNet 19 classescomputer vision23Jul 2, 2026
Semantic SegmentationKarachicomputer vision23Feb 26, 2026
Semantic SegmentationLahorecomputer vision23Feb 26, 2026
Semantic SegmentationMumbaicomputer vision23Feb 26, 2026
Semantic SegmentationMedellincomputer vision23Feb 26, 2026