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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 ClassificationImageNetcomputer vision5Jul 7, 2026
Image ClassificationCIFAR-10computer vision5Jul 7, 2026
Image ClassificationCIFAR-10 (test)computer vision5Jul 7, 2026
Image ClassificationCIFAR-10-C Severity Level 3 (test)computer vision5Jul 7, 2026
Image ClassificationIN&Ocomputer vision5Jul 7, 2026
Image ClassificationCIFAR-100 AA adversarial (test)computer vision5Jul 7, 2026
Image ClassificationImageNet-1kcomputer vision5Jul 7, 2026
SAR image classificationSAR-ACD 5waycomputer vision5Jul 1, 2026
SAR image classificationFUSAR-Ship 10waycomputer vision5Jul 1, 2026
Image ClassificationFetalP24 (Center B)computer vision5Jun 30, 2026
Image ClassificationFetalP6computer vision5Jun 30, 2026
Image ClassificationImageNet 1Kcomputer vision5Jun 25, 2026
Image ClassificationImageNet (test)computer vision5Jun 25, 2026
Dermatological Image ClassificationISIC 2019 (test)computer visionbio medical5Jun 25, 2026
Image ClassificationSpectralEarth EnMAP (test)computer vision5Jun 23, 2026
Image ClassificationCIFAR-10 (test)computer vision5Jun 23, 2026
Hierarchical Image ClassificationRareSpeciescomputer vision5Jun 23, 2026
Group-robust Image ClassificationPawrious (test)computer vision5Jun 23, 2026
Image ClassificationPawrious (test)computer vision5Jun 23, 2026
Image ClassificationCLEVR-Hans7computer vision5Jun 23, 2026
Image ClassificationCLEVR-Hans3computer vision5Jun 23, 2026
Image ClassificationCOCOLogiccomputer vision5Jun 23, 2026
Image ClassificationImageNet-1kcomputer vision5Jun 23, 2026
Image ClassificationCIFAR-100computer vision5Jun 23, 2026
Histopathological image classificationNDB-UFES (test)computer visionbio medical5Jun 23, 2026