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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 ClassificationStanfordCarscomputer vision6Feb 26, 2026
Image ClassificationOxfordPetscomputer vision6Feb 26, 2026
Image ClassificationCaltech101computer vision6Feb 26, 2026
Image ClassificationImageNetcomputer vision6Feb 26, 2026
Image ClassificationCaltech-256computer vision6Feb 26, 2026
Image ClassificationMSCOCOcomputer vision6Feb 26, 2026
Image ClassificationImagenettecomputer vision6Feb 26, 2026
Image ClassificationCIFAR-100computer vision6Feb 26, 2026
Image ClassificationWoofNette (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision6Feb 26, 2026
Image ClassificationTen image classification taskscomputer vision6Feb 26, 2026
Image ClassificationMedMNISTcomputer vision6Feb 26, 2026
Image ClassificationFlowers17computer vision6Feb 26, 2026
Image ClassificationImageNet (val)computer vision6Feb 26, 2026
Image ClassificationCIFAR10computer vision6Feb 26, 2026
Image RecognitionCIFAR-10computer vision6Feb 26, 2026
Image ClassificationFashion-MNIST alpha = 0.1computer vision6Feb 26, 2026
Image ClassificationImageNet 640 samples (val)computer vision6Feb 26, 2026
Image ClassificationTiny ImageNet Dirichlet α=0.2 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR100 Dirichlet α=0.2 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR10 Dirichlet α=0.2 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision6Feb 26, 2026
Image ClassificationShrimpDiseaseBD (test)computer vision6Feb 26, 2026
Image ClassificationImageNet30 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR100 (test)computer vision6Feb 26, 2026