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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
Depth-to-Image GenerationCOCO3d vision geometryimage generation editing3Jun 26, 2026
Object DetectionCOCO object-centric 2017 (test)computer vision3Jun 15, 2026
De-identificationCOCObio medicalnlp3Jun 9, 2026
Object DetectionMS-COCO 4-task protocol strict mAP@[.5:.95]computer vision3Jun 8, 2026
Global OptimizationCOCONUT ex14_2_7miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex14_1_7)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT ex7_3_5miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex7_2_3)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT ex6_2_12miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex6_2_11)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT ex6_2_9miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex6_2_8)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex6_2_6)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT (ex2_1_9)miscellaneous3Jun 5, 2026
Global OptimizationCOCONUT ex2_1_7miscellaneous3Jun 5, 2026
Out-of-distribution DetectionFinnish (OOD) vs English (In-distribution) COCO promptscomputer visiontabular time series3Jun 2, 2026
Text-to-Image RetrievalMS-COCO Cleanmultimodalretrieval search rag3Jun 1, 2026
Image-to-Text RetrievalMS-COCO Cleanmultimodalretrieval search rag3Jun 1, 2026
Text-to-imageMS-COCO Captionimage generation editing3May 29, 2026
Counterfactual image generationAverage (CelebA-HQ & MS-COCO)image generation editingcomputer vision3May 25, 2026
Counterfactual image generationMS-COCO subset (test)image generation editingcomputer vision3May 25, 2026
Contextual Image GenerationCOCO 2017 (val)image generation editing3May 22, 2026
GroundingrefCOCO+ (val)computer visionnlp3May 20, 2026
GroundingrefCOCOg (test)computer visionnlp3May 20, 2026
Image ReconstructionCOCO Karpathy (test)computer vision3May 20, 2026