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Benchmarks for “ade20k”

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

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TaskDatasetDomainTrendResultsLast update
Semantic SegmentationADE20K (val)computer visionSemantic Segmentation on ADE20K (val) performance trend3,089Jul 7, 2026
Semantic SegmentationADE20Kcomputer visionSemantic Segmentation on ADE20K performance trend1,028Apr 30, 2026
Semantic SegmentationADE20Kcomputer visionSemantic Segmentation on ADE20K (mIoU) performance trend699Jul 7, 2026
Semantic SegmentationADE20K A-150computer vision235Jun 9, 2026
Semantic SegmentationADE20K 847computer visionSemantic Segmentation on ADE20K 847 performance trend116Jun 9, 2026
Open-vocabulary semantic segmentationADE20Kcomputer visionOpen-vocabulary semantic segmentation on ADE20K performance trend110Jun 16, 2026
Panoptic SegmentationADE20K (val)computer visionPanoptic Segmentation on ADE20K (val) performance trend99May 19, 2026
Semantic SegmentationADE20K 52 (val)computer vision96May 26, 2026
Semantic SegmentationADE20Kcomputer vision90Jun 15, 2026
Open Vocabulary Semantic SegmentationADE20K A-150computer vision79May 12, 2026
Semantic SegmentationADE20K v1 (val)computer vision76Feb 26, 2026
Open Vocabulary Semantic SegmentationADE20K without backgroundcomputer vision72Mar 25, 2026
Semantic SegmentationADE20K A-847 (val)computer visionSemantic Segmentation on ADE20K A-847 (val) performance trend70Feb 27, 2026
Semantic Image SynthesisADE20Kimage generation editingcomputer visionSemantic Image Synthesis on ADE20K performance trend66Feb 27, 2026
Semantic SegmentationADE20K A-150 (val)computer vision65Feb 26, 2026
Semantic GroundingADE20kcomputer visionmultimodal64Feb 26, 2026
SegmentationADE20Kcomputer vision59Mar 20, 2026
Semantic SegmentationADE20K 83 (val)computer vision56Feb 26, 2026
Semantic SegmentationADE20k (100-5)computer vision54Feb 26, 2026
Semantic SegmentationADE20K 150 semantic categories (val)computer vision51May 13, 2026
Panoptic SegmentationADE20Kcomputer vision50May 20, 2026
Semantic SegmentationADE20K (test)computer vision50Feb 26, 2026
Semantic SegmentationADE20Kcomputer visionSemantic Segmentation on ADE20K (PixAcc and mIoU) performance trend48May 8, 2026
Semantic Image SynthesisADE20K (val)image generation editingcomputer visionSemantic Image Synthesis on ADE20K (val) performance trend47Feb 26, 2026
Semantic SegmentationADE20Kcomputer vision43Jul 7, 2026