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Benchmarks for “coco”

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

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TaskDatasetDomainTrendResultsLast update
Paraphrase GenerationMSCOCOnlp4Feb 26, 2026
Point Object LocalizationCOCO (val)computer vision4Feb 26, 2026
Pointing GameMSCOCO ApparentGendercomputer visionnlp4Feb 26, 2026
Apparent Gender RecognitionMSCOCO ApparentGender (test)computer vision4Feb 26, 2026
Sketch-to-Photo SynthesisSketchyCOCO open-domainimage generation editingcomputer vision4Feb 26, 2026
Sketch-to-Photo SynthesisSketchyCOCO (in-domain)image generation editingcomputer vision4Feb 26, 2026
Sketch-to-Photo SynthesisSketchyCOCO (full)image generation editingcomputer vision4Feb 26, 2026
Segmentation-to-Image SynthesisMS-COCO 2017 (test)image generation editingcomputer vision4Feb 26, 2026
Text-to-Image SynthesisMS-COCO (test)image generation editing4Feb 26, 2026
Text-to-Image SynthesisCOCO 2014 (evaluation)image generation editing4Feb 26, 2026
Semantic SegmentationCOCO-Stuff 2017 (full)computer vision4Feb 26, 2026
Image MattingPM-10k COMP-COCOcomputer vision4Feb 26, 2026
Image MattingAM-2k COMP-COCOcomputer vision4Feb 26, 2026
Weakly Supervised Semantic SegmentationMS COCO 2014 (train)computer vision4Feb 26, 2026
Boundary PredictionCOCO 2017 (val)computer vision4Feb 26, 2026
Text-to-image retrievalMSCOCO 1M (test)multimodalretrieval search rag4Feb 26, 2026
Text-to-image retrievalMSCOCO 113K (test)multimodalretrieval search rag4Feb 26, 2026
Joint Caption and Trace GenerationCOCO (test)computer visionnlp4Feb 26, 2026
Instance SegmentationMSCOCO (minival)computer vision4Feb 26, 2026
Instance SegmentationMS COCOcomputer vision4Feb 26, 2026
Open World Object DetectionOWOD Evaluation Protocol (VOC + MS-COCO) - Task 4 2007 (test)computer vision4Feb 26, 2026
Open World Object DetectionOWOD Evaluation Protocol (VOC + MS-COCO) Task 3 2007 (test)computer vision4Feb 26, 2026
Open World Object DetectionOWOD Evaluation Protocol (VOC + MS-COCO) Task 2 2007 (test)computer vision4Feb 26, 2026
Layout-to-image synthesisCOCO-Stuff 256x256 (test)image generation editingcomputer vision4Feb 26, 2026
Class-conditional image synthesisCOCO-Animals 50k synthetic evaluation 128x128 (train test)image generation editing4Feb 26, 2026