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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 SynthesisCOCO multiple object (val)image generation editing4Feb 26, 2026
Image SynthesisCOCO single object (val)image generation editing4Feb 26, 2026
Entity SegmentationCOCOcomputer vision4Feb 26, 2026
Image GenerationCOCO 20K (train val)image generation editing4Feb 26, 2026
Image GenerationCOCO-Stuff (val)image generation editing4Feb 26, 2026
Image GenerationCOCO-Stuff (train)image generation editing4Feb 26, 2026
Image CaptioningMSCOCO (randomly sampled 100 images)multimodalcomputer vision+14Feb 26, 2026
Controllable Image Generation (MLSD)COCO 2017 (val)image generation editing4Feb 26, 2026
Few-Shot Semantic SegmentationMiniCOCO-20^i (test)computer vision4Feb 26, 2026
Image ReconstructionMS-COCO 2017 (test)computer vision4Feb 26, 2026
Unsupervised Semantic SegmentationCOCO-81computer vision4Feb 26, 2026
Object DetectionMS COCO 2% labeled data 2017 (val)computer vision4Feb 26, 2026
Object DetectionMS COCO 1% labeled data 2017 (val)computer vision4Feb 26, 2026
Multi-label ClassificationCOCO-20i (4 folds average)computer visionnlp+24Feb 26, 2026
Multi-person Pose EstimationCOCO 2017 (val)computer vision4Feb 26, 2026
Object DetectionCOCO, O365, OIDcomputer vision4Feb 26, 2026
Pixel-level Forgery LocalizationCocoGlide WhatsAppcomputer vision4Feb 26, 2026
Pixel-level Forgery LocalizationCocoGlide (Facebook)computer vision4Feb 26, 2026
Object DetectionMSCOCO 2017computer vision4Feb 26, 2026
Multilingual Image CaptioningCOCO Google Translate DEV (val)multimodalnlp4Feb 26, 2026
Human keypoint-grounded image generationCOCO 2017 (val)image generation editingcomputer vision4Feb 27, 2026
Object DetectionCOCOcomputer vision4Feb 26, 2026
Subjective CaptioningFS-COCO (test)computer visionnlp4Feb 26, 2026
Generalized Few-Shot Semantic SegmentationMS COCO 2014 (cross-validation)computer vision4Feb 26, 2026
Image CaptioningCOCO captioning 2014 (test)multimodalcomputer vision+14Feb 26, 2026