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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 ClassificationSUN397 all-to-allcomputer vision7Feb 27, 2026
Image ClassificationNAFlora Mini (test)computer vision7Feb 26, 2026
Image ClassificationSpiderCrabcomputer vision7Feb 26, 2026
Image ClassificationCamelDeercomputer vision7Feb 26, 2026
Image ClassificationFishTrack23computer vision7Feb 26, 2026
Image ClassificationHouston 2013computer vision7Feb 26, 2026
Hyperspectral Image ClassificationBotswana (test)computer vision7Feb 26, 2026
Hyperspectral Image ClassificationSalinascomputer vision7Feb 26, 2026
Image ClassificationImageNetcomputer vision7Feb 26, 2026
Image ClassificationCustom Dataset 3computer vision7Feb 26, 2026
Image ClassificationPrimary Dataset-2computer vision7Feb 26, 2026
Image ClassificationCustom Dataset 2computer vision7Feb 26, 2026
Image ClassificationPrimary Dataset-1computer vision7Feb 26, 2026
Image ClassificationCustom Dataset-1computer vision7Feb 26, 2026
Medical Image ClassificationMediConfusionbio medicalcomputer vision7Feb 26, 2026
Image ClassificationPhenoBenchcomputer vision7Feb 26, 2026
Image ClassificationOphthalmologycomputer vision7Feb 26, 2026
Image ClassificationHistologycomputer vision7Feb 26, 2026
Image ClassificationHematologycomputer vision7Feb 26, 2026
Image ClassificationRadiologycomputer vision7Feb 26, 2026
Image ClassificationPathologycomputer vision7Feb 26, 2026
Image ClassificationDermatologycomputer vision7Feb 26, 2026
Image ClassificationImage Classification Datasetscomputer vision7Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR10C, CIFAR100C, Caltech 101, Dtd, Oxford pets, ucf101, ImageNet A (test)computer vision7Feb 26, 2026