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Benchmarks for “image classification”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

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TaskDatasetDomainTrendResultsLast update
Image ClassificationILSVRC (test)computer vision9Feb 26, 2026
Image ClassificationKuzushiji-MNIST standard (test)computer vision9Feb 26, 2026
Image ClassificationImageNet 100 labels per classcomputer vision9Feb 26, 2026
Image ClassificationImageNet occcomputer vision9Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision9Feb 26, 2026
Image ClassificationWebVision minicomputer vision9Feb 26, 2026
Image ClassificationANIMAL-10N 1.0 (test)computer vision9Feb 26, 2026
Image ClassificationVTAB naturalcomputer vision9Apr 16, 2026
Image ClassificationCIFAR-10 IDN-45% (test)computer vision9Feb 26, 2026
Image ClassificationFashionMNIST IDN-50%computer vision9Feb 26, 2026
Image ClassificationFashionMNIST IDN-45%computer vision9Feb 26, 2026
Image ClassificationFashionMNIST IDN-40%computer vision9Feb 26, 2026
Image ClassificationFashionMNIST IDN-30%computer vision9Feb 26, 2026
Image ClassificationFashionMNIST IDN-20%computer vision9Feb 26, 2026
Image ClassificationCIFAR100 (test)computer vision9Feb 26, 2026
Image ClassificationSVHN IDN-50% (test)computer vision9Feb 26, 2026
Image ClassificationSVHN IDN-45% (test)computer vision9Feb 26, 2026
Image ClassificationSVHN IDN-40% (test)computer vision9Feb 26, 2026
Image ClassificationSVHN IDN-30% (test)computer vision9Feb 26, 2026
Image ClassificationSVHN IDN-20% (test)computer vision9Feb 26, 2026
Image ClassificationiNaturalist 2018 (val test)computer vision9Feb 26, 2026
Image ClassificationCIFAR-100 standard (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR-10 standard (test)computer vision9Feb 26, 2026
Image ClassificationImageNet-9 adversarial backgroundscomputer vision9Feb 26, 2026
Image ClassificationOxford Flowers-102 (val)computer vision9Feb 26, 2026