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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 overlapped setting (100-10 (6 steps))computer vision21Feb 26, 2026
Semantic Image EditingADE20K-Roomimage generation editingcomputer vision21Feb 26, 2026
Instance SegmentationADE20K (val)computer vision21Feb 27, 2026
Semantic SegmentationADE20K (fine-tuning)computer vision20Mar 18, 2026
Open-vocabulary semantic segmentationADE20K-847 (test)computer vision20Feb 26, 2026
Semantic SegmentationADE20K 15 (val)computer vision20Feb 26, 2026
Semantic Image SynthesisADE20K (test)image generation editingcomputer vision20Feb 26, 2026
Open-vocabulary semantic segmentationADE20K (val)computer vision19Jul 7, 2026
Instance SegmentationADE20Kcomputer vision19Mar 5, 2026
Panoptic SegmentationADE20K 150 (val)computer vision18May 19, 2026
Open-Vocabulary Semantic SegmentationADE20K 847 (val)computer vision17Mar 23, 2026
Semantic SegmentationADE20K degraded (val)computer vision17Feb 26, 2026
Class Incremental Semantic SegmentationADE20K 100-50 (2 steps)computer vision17Feb 26, 2026
Semantic SegmentationADE20Kcomputer vision16Jul 7, 2026
Semantic SegmentationPascal Context, Pascal VOC, Pascal Stuff, ADE20K, and Cityscapes Average (val)computer vision16Apr 13, 2026
Open-vocabulary semantic segmentationADE20K 150computer vision15May 26, 2026
Semantic SegmentationADE20K (train)computer vision15Mar 17, 2026
Promptable SegmentationADE20K (test)computer vision15Feb 26, 2026
Promptable SegmentationADE20Kcomputer vision15Feb 26, 2026
Semantic SegmentationADE20K 100-10 (6)computer vision15Feb 26, 2026
Semantic SegmentationADE20K 70 (val)computer vision15Jul 2, 2026
Semantic SegmentationADE20K open-vocabularycomputer vision15Feb 26, 2026
Semantic SegmentationADE20K 50-50 scenariocomputer vision15Feb 26, 2026
Semantic SegmentationADE20Kcomputer vision14May 25, 2026
Semantic SegmentationADE20K 50-50computer vision14Feb 26, 2026