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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
Pose EstimationCOCO low-data regimes 2017computer vision2Feb 26, 2026
Instance SegmentationCOCO (65/15)computer vision2Feb 26, 2026
Instance SegmentationCOCO (48/17)computer vision2Feb 26, 2026
Text-to-image generationMS-COCO (val)image generation editing2Feb 26, 2026
Object DetectionCOCO to Corrupted-COCOcomputer vision2Feb 26, 2026
Object DetectionCOCO in-domaincomputer vision2Feb 26, 2026
Object DetectionCOCO (test)computer vision2Feb 26, 2026
Pose EstimationCOCO Person 2017 (minval)computer vision2Feb 26, 2026
Object DetectionCOCO Person (without small person instances) 2017 (minival)computer vision2Feb 26, 2026
Image CaptioningCOCO-CN (Zh)multimodalcomputer vision+12Feb 26, 2026
Image CaptioningCOCO split 2 (val)multimodalcomputer vision+12Feb 26, 2026
Source SeparationCocoChorales (test)speech audio2Feb 26, 2026
Unsupervised Semantic SegmentationCOCO-80computer vision2Feb 26, 2026
Few-Shot SegmentationCOCO 20^i 1-shotcomputer vision2Feb 26, 2026
Object DetectionCOCO (test-challenge)computer vision2Feb 26, 2026
Text-driven image editingCOCO (random edits)image generation editingmultimodal2Feb 27, 2026
Semantic SegmentationCOCO-Stuff (All partition)computer vision2Feb 26, 2026
Semantic SegmentationCOCO-Stuff Things partitioncomputer vision2Feb 26, 2026
Image CaptioningCOCO-CN (test)multimodalcomputer vision+12Feb 26, 2026
Sketch-to-Image SynthesisMS-COCO 2017 (test)image generation editingcomputer vision2Feb 26, 2026
Unconditional Image SynthesisMS-COCO 2017 (test)image generation editing2Feb 26, 2026
Object DetectionMSCOCO (dev)computer vision2Feb 26, 2026
Guided caption generationCOCO Captions 8computer visionnlp2Feb 26, 2026
Open-set Panoptic SegmentationCOCO K=20% known-unknown split 2017 (val)computer vision2Feb 26, 2026
Open-set Panoptic SegmentationCOCO K=10% known-unknown split 2017 (val)computer vision2Feb 26, 2026