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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
Semi-supervised Object DetectionCOCO 2017 (1% labeled)computer vision0Feb 26, 2026
Object DetectionCOCO Open-vocabulary v1computer visionObject Detection on COCO Open-vocabulary v1 performance trend0Feb 26, 2026
Class-Agnostic Instance SegmentationCOCO 20k (test)computer vision0Feb 26, 2026
Scene-level Fine-Grained SBIRSketchyCOCO Pmask 0.5computer visionretrieval search rag0Feb 26, 2026
Scene-level Fine-Grained SBIRSketchyCOCO Pmask 0.3computer visionretrieval search rag0Feb 26, 2026
Layout-to-Image GenerationCOCO (test)image generation editing0Feb 26, 2026
Unconditional Image GenerationCOCOp (test)image generation editingUnconditional Image Generation on COCOp (test) performance trend0Feb 26, 2026
Unconditional Image GenerationCOCO (test)image generation editingUnconditional Image Generation on COCO (test) performance trend0Feb 26, 2026
Object DetectionMSCOCO Target 17 classes (val)computer vision0Feb 26, 2026
Object DetectionMSCOCO Base 48 classes (val)computer vision0Feb 26, 2026
Object DetectionCOCO Generalized Few-Shot (test)computer vision0Feb 26, 2026
Self-talk GenerationCOCO-VQAllm chat instruction0Feb 26, 2026
Image AnnotationCOCO (test)computer visionnlp0Feb 26, 2026
Solving Variational Inequalities(QSM)+(SC) - Quasi-Strongly Monotone and Star-Cocoercivemiscellaneous0Feb 26, 2026
Solving Variational Inequalities(Mon)+(SC) - Monotone and Star-Cocoercivemiscellaneous0Feb 26, 2026