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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
Edge SegmentationCOCOcomputer vision10Mar 13, 2026
Diffusion Model WatermarkingMS-COCO and SDP Clean (test)image generation editing10Mar 11, 2026
Polygon DetectionMS COCO (test-dev)computer vision10Mar 11, 2026
Image-text retrievalMSCOCO Flickr30K Retrieval (test)multimodalretrieval search rag10May 22, 2026
Text-to-image generationMSCOCOimage generation editing10Mar 27, 2026
ClassificationMS COCO (val)computer visionnlp+310Feb 27, 2026
Watermark ExtractionCOCO (test)computer vision10Feb 26, 2026
Object CountingCoCount (test)computer vision10Feb 26, 2026
Multi-modal Continual LearningVQAv2, ImageNet, Flickr30k, OCRVQA, RefCOCO, HQEdit sequencemultimodalcomputer vision+110Feb 26, 2026
HOI detectionV-COCO (test)computer vision10Feb 26, 2026
Image CaptioningCOCO Captionsmultimodalcomputer vision+110Feb 26, 2026
Bounding Box LocalizationCocoGlidecomputer vision10Feb 26, 2026
Referring Expression GroundingRefCOCO RefCOCO+ RefCOCOgcomputer visionnlp10Feb 26, 2026
Foreground object discoveryMS COCOcomputer vision10Feb 26, 2026
Object DetectionCOCO (val)computer vision10Feb 26, 2026
Visual GroundingRefCOCO+ (testB+)multimodalcomputer vision10Feb 26, 2026
Visual GroundingRefCOCO+ (testA+)multimodalcomputer vision10Feb 26, 2026
Instance SegmentationCOCOcomputer vision10Feb 26, 2026
Object DetectionCOCOcomputer vision10Feb 26, 2026
Instance SegmentationCOCO 60 Non-VOC classes 2017 (val)computer vision10Feb 26, 2026
Region ClassificationMS-COCOcomputer vision10Feb 26, 2026
Image GenerationMS COCOimage generation editing10Jun 2, 2026
Few-Shot ClassificationMSCOCO Meta-Dataset (test)computer visionnlp+110Feb 26, 2026
Binary ClassificationCOCO-GB (OOD)tabular time series10Feb 26, 2026
Binary ClassificationCOCO-GB CBtabular time series10Feb 26, 2026