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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
Dialogue flow predictionOnCoCo 60 categories (5-fold CV)nlpllm chat instruction12Apr 21, 2026
Image CaptioningCOCO Captionmultimodalcomputer vision+112Apr 21, 2026
Object DetectionUODDcomputer vision12Apr 7, 2026
Object DetectionDIORcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + UODDcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + DIORcomputer vision12Apr 7, 2026
Object DetectionOV-COCO + ArTaxOrcomputer vision12Apr 7, 2026
Object DetectionCOCO 2017computer vision12Apr 6, 2026
Text-to-Image RetrievalCOCO 2014 (test)multimodalretrieval search rag12Apr 1, 2026
Negation ComprehensionNegRefCOCOg (test)nlp12Apr 1, 2026
Referring Object DetectionRefCOCOg (test)computer vision12Mar 26, 2026
Referring Object DetectionRefCOCOg (val)computer vision12Mar 26, 2026
Referring Object DetectionRefCOCO+ (testB)computer vision12Mar 26, 2026
Referring Object DetectionRefCOCO+ (testA)computer vision12Mar 26, 2026
Referring Object DetectionRefCOCO+ (val)computer vision12Mar 26, 2026
Text-to-text retrievalCOCOretrieval search ragnlp12Mar 23, 2026
Vehicle DetectionCOCOcomputer vision12Mar 23, 2026
Image Super-ResolutionMS-COCO 2017 (test)computer vision12Mar 19, 2026
Image captioningMS COCO 2014multimodalcomputer vision+112Mar 19, 2026
Text-Image AlignmentMS-COCO (val)multimodalcomputer vision+112Mar 4, 2026
Component Analysis Using the CHAIR MetricMSCOCO 2014 (val)computer visionnlp12Mar 4, 2026
Few-concept Erasure (Single Style)Artistic style templates and MS-COCOimage generation editing12Mar 4, 2026
Few-concept Erasure (Multi-Instance)MS-COCO Instance templatescomputer vision12Mar 4, 2026
Object DetectionCOCO-OVDcomputer vision12Feb 27, 2026
Semantic ProbingMSCOCO (test)computer visionnlp12Feb 26, 2026