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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
Tamper LocalizationCOCO Controlnet Inpaint (test)computer vision14Feb 26, 2026
Tamper LocalizationCOCO Stable Diffusion Inpaint (test)computer vision14Feb 26, 2026
Referring Expression ComprehensionRefCOCOg (val-g)computer visionnlp14Feb 26, 2026
Semantic SegmentationCOCO-St. (test)computer vision14Feb 26, 2026
Instance SegmentationCOCO-UniFS (val)computer vision14Feb 27, 2026
DensePose RegressionCOCO-DensePosecomputer vision3d vision geometry14Feb 26, 2026
2D Keypoint PredictionCOCO-DensePosecomputer vision14Feb 26, 2026
Controllable Image GenerationCOCO (test)image generation editing14Feb 26, 2026
Referring Image SegmentationRefCOCO+ medium (val)computer visionmultimodal14Feb 26, 2026
Referring Image SegmentationRefCOCO easy (val)computer visionmultimodal14Feb 26, 2026
Image CaptioningCOCO (test)multimodalcomputer vision+114Feb 26, 2026
Referring Expression ComprehensionRefCOCOg UMD (test)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO+ UNC (test-B)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO+ UNC (test-A)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO+ UNC (val)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO UNC (test-B)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO UNC (test-A)computer visionnlp14Feb 26, 2026
Referring Expression ComprehensionRefCOCO UNC (val)computer visionnlp14Feb 26, 2026
Multi-granularity Referring Expression SegmentationRefCOCOm (testB)computer vision14May 20, 2026
Multi-granularity Referring Expression SegmentationRefCOCOm (testA)computer vision14May 20, 2026
Multi-granularity Referring Expression SegmentationRefCOCOm (val)computer vision14May 20, 2026
Text-to-Image GenerationMS-COCO 256x256 (test)image generation editing14Feb 26, 2026
Open-vocabulary Object DetectionOV-COCO (novel)computer vision14Feb 26, 2026
OOD DetectionMS-COCO (In-distribution) Objects365 (Out-of-distribution) original (test)computer visiontabular time series14Feb 26, 2026
Image CaptioningMSCOCOmultimodalcomputer vision+114May 1, 2026