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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 SegmentationPascal VOC (split 0)computer vision7Jun 11, 2026
Semantic SegmentationTACO 10 Epochs (test)computer vision7Jun 11, 2026
Semantic SegmentationTrashCan 1.0 5 Epochs (test)computer vision7Jun 11, 2026
Semantic SegmentationZeroWaste 5 Epochs (test)computer vision7Jun 11, 2026
Semantic SegmentationYCORcomputer vision7May 29, 2026
Semantic SegmentationDeepscenecomputer vision7May 29, 2026
Semantic SegmentationTAScomputer vision7May 29, 2026
Semantic SegmentationRGR (val)computer vision7May 29, 2026
Semantic SegmentationRGR-C Internal Distribution-shifted (val)computer vision7May 29, 2026
Semantic SegmentationADE20Kcomputer vision7Jul 7, 2026
Semantic SegmentationZJUcomputer vision7May 26, 2026
Semantic SegmentationIUGC 24computer vision7May 21, 2026
Semantic SegmentationJNU-IFM 23computer vision7May 21, 2026
Semantic SegmentationSemantic Boundariescomputer vision7May 21, 2026
Hyperspectral Semantic SegmentationHyperspectral City 2.0 (test)computer vision7May 19, 2026
Hyperspectral Semantic SegmentationHSI Drive v2.0 (test)computer vision7May 19, 2026
Semantic SegmentationSpider (test)computer vision7May 19, 2026
Semantic SegmentationQIN-Lesion (test)computer vision7May 19, 2026
Semantic SegmentationProstateADC T2 (test)computer vision7May 19, 2026
Semantic SegmentationLeftAtrium (test)computer vision7May 19, 2026
Semantic SegmentationISLES ADC/DWI (test)computer vision7May 19, 2026
Semantic SegmentationHeart ACDC (test)computer vision7May 19, 2026
Semantic SegmentationCHAOS T1 (test)computer vision7May 19, 2026
Semantic SegmentationAMOS (test)computer vision7May 19, 2026
Semantic SegmentationTotalSeg (test)computer vision7May 19, 2026