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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
Object DetectionCOCO to ADE20K (test)computer vision7Feb 26, 2026
Object DetectionVOC to ADE20K (test)computer vision7Feb 26, 2026
Exemplar-based Image TranslationADE20K (test)image generation editingcomputer vision7Feb 26, 2026
Semantic Image SynthesisADE-outd. (val)image generation editingcomputer vision7Feb 26, 2026
Semantic SegmentationADE20K COCO-Place challenge 2017 (test)computer vision7Feb 26, 2026
Semantic SegmentationADE20K 150 59 (val)computer vision7Feb 26, 2026
Object ClassificationADE20kcomputer vision6Jul 3, 2026
Semantic SegmentationADE20Kcomputer vision6Jun 23, 2026
Panoptic SegmentationADE20K cross-datasetcomputer vision6Jun 4, 2026
Unsupervised Semantic SegmentationADE20Kcomputer vision6Apr 2, 2026
Open-Vocabulary SegmentationADE20K-150 -> KITTI-360computer vision6Feb 26, 2026
Open-Vocabulary SegmentationADE20K-150 -> ScanNet++ Officescomputer vision6Feb 26, 2026
Segment ClassificationADE20K base queries 150 classescomputer vision6Feb 26, 2026
Panoptic SegmentationADE20K 150 categories (val)computer vision6Feb 26, 2026
Segmentation-to-Image GenerationADE20K (val)image generation editingcomputer vision6Feb 26, 2026
Semantic SegmentationADE20K (val)computer vision6Feb 26, 2026
Semantic SegmentationADE20K without background classcomputer vision6Feb 26, 2026
Object DetectionADE20K (val)computer vision6Feb 26, 2026
Semantic SegmentationADE20K 847 classescomputer vision6Feb 26, 2026
Semantic segmentationADE20K 150 categories (test)computer vision6Feb 26, 2026
Image-to-Image TranslationADE20k outdoorimage generation editingcomputer vision6Feb 26, 2026
Semantic SegmentationADE20K 100-10 scenariocomputer vision6Feb 26, 2026
Semantic SegmentationADE20K 100-50 scenariocomputer vision6Feb 26, 2026
Semantic SegmentationADE20K 1/16 (1263)computer vision5Jul 7, 2026
Semantic SegmentationADE20K 1/32 (631)computer vision5Jul 7, 2026