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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
Image AnnotationCOCOcomputer visionnlp8Feb 26, 2026
Object detection and segmentationCOCO 2017 (val)computer vision8Feb 26, 2026
Human Mesh RecoveryCOCO3d vision geometrycomputer vision8Feb 26, 2026
Object DetectionCOCO-Commoncomputer vision7Jul 8, 2026
Referring SegmentationRefCOCO+ (test-B)computer visionmultimodal7Jul 8, 2026
Referring SegmentationRefCOCO (test-B)computer visionmultimodal7Jul 8, 2026
Depth-conditioned Image GenerationCOCO-5Kimage generation editingcomputer vision+17Jun 30, 2026
Text-to-image generationCOCO SD 1.5 2017 (val)image generation editing7Jun 30, 2026
Semantic SegmentationCOCO-20icomputer vision7Jun 29, 2026
Count GenerationCoCoCountcomputer vision7Jun 24, 2026
Text-to-Image GenerationMS-COCO subset of 50 prompts 2015image generation editing7Jun 23, 2026
Object DetectionCOCO 2017computer vision7Jun 23, 2026
Interactive Instance SegmentationCOCO Largecomputer vision7Jun 23, 2026
Interactive Instance SegmentationCOCO Mediumcomputer vision7Jun 23, 2026
Interactive Instance SegmentationCOCO Smallcomputer vision7Jun 23, 2026
Unsupervised SegmentationCOCO 20k (subset)computer vision7Jun 23, 2026
Hand DetectionCOCO Wholecomputer vision7Jun 17, 2026
Scanpath PredictionCOCO FreeViewcomputer vision7Jun 16, 2026
Multi-label image classificationMS-COCOcomputer vision7Jun 16, 2026
Referring Expression ComprehensionRefCOCOgcomputer visionnlp7Jun 9, 2026
Referring Expression ComprehensionRefCOCO+computer visionnlp7Jun 9, 2026
Referring Expression ComprehensionRefCOCOcomputer visionnlp7Jun 9, 2026
Text-to-Image GenerationMS-COCO 2014image generation editing7Jun 8, 2026
Seed Identifiability ClassificationMS-COCOcomputer vision7Jun 2, 2026
Layout ControlCOCOcomputer visionnlp7Jun 2, 2026