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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 ClassificationRSWK Mini (test)computer vision7Feb 26, 2026
Hyperspectral Image ClassificationPavia to IndianPine P -> I (test)computer vision7Feb 26, 2026
Image ClassificationNCT-CRC-HE-100K Original (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR100computer vision7Feb 26, 2026
Sequential Image ClassificationS-CIFAR100computer vision7Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision7Feb 26, 2026
Image ClassificationMNIST Diri(0.1)computer vision7Feb 27, 2026
Image ClassificationSTL10 (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision7Feb 26, 2026
Image ClassificationEMNIST iid (47 classes/client) CONV4, 50 rounds (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR100computer vision7Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-10computer vision7Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision7Feb 26, 2026
Image ClassificationCUB 2011 (test)computer vision7Feb 26, 2026
Image ClassificationAwA2 (val)computer vision7Feb 26, 2026
Image ClassificationUCF-101 all-to-allcomputer vision7Feb 27, 2026
Image ClassificationDescribable Textures Dataset all-to-allcomputer vision7Feb 27, 2026
Image ClassificationCaltech-101 all-to-allcomputer vision7Feb 27, 2026
Image ClassificationOxford-102 Flowers all-to-allcomputer vision7Feb 27, 2026
Image ClassificationOxford-IIIT Pets all-to-allcomputer vision7Feb 27, 2026
Image ClassificationFood-101 all-to-allcomputer vision7Feb 27, 2026
Image ClassificationStanford Cars all-to-allcomputer vision7Feb 27, 2026
Image ClassificationEuroSAT all-to-allcomputer vision7Feb 27, 2026
Image ClassificationFGVC-Aircraft all-to-allcomputer vision7Feb 27, 2026