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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 ClassificationCIFAR10 (test)computer vision6Feb 26, 2026
Image ClassificationFashion-MNIST alpha=0.1 (test)computer vision6Feb 26, 2026
Image ClassificationCCC medium (test)computer vision6Feb 26, 2026
Image ClassificationAttackVLMcomputer vision6Feb 27, 2026
Image ClassificationFOAcomputer vision6Feb 27, 2026
Image ClassificationM-Attackcomputer vision6Feb 27, 2026
Image ClassificationImage classification taskscomputer vision6Feb 27, 2026
Image ClassificationImageNet 1k (val)computer vision6Feb 26, 2026
Image ClassificationTiny-ImageNet (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision6Feb 26, 2026
Image ClassificationCUB-200 incremental taskscomputer vision6Feb 26, 2026
Image ClassificationSmall CIFAR-5 (test)computer vision6Feb 27, 2026
Image ClassificationCIFAR-100 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision6Feb 26, 2026
Image ClassificationMNIST and USPS OOD original Gaussian Perlin Cutout (test)computer vision6Feb 26, 2026
Image ClassificationEuroSATcomputer vision6Feb 27, 2026
Image ClassificationDTDcomputer vision6Feb 27, 2026
Image ClassificationOxfordpetscomputer vision6Feb 27, 2026
Image ClassificationFood101computer vision6Feb 27, 2026
Image ClassificationSUN397computer vision6Feb 27, 2026
Image ClassificationSTL10computer vision6Feb 27, 2026
Image ClassificationCifar100computer vision6Feb 27, 2026
Image ClassificationBreakHis 6 (test)computer vision6Feb 26, 2026
Image ClassificationHCRFcomputer vision6Feb 26, 2026
Image ClassificationTQ-T3Dcomputer vision6Feb 26, 2026