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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 ClassificationTinyImageNetcomputer vision5Feb 27, 2026
Image ClassificationEUROSATcomputer vision5Feb 27, 2026
Image ClassificationSTL-10computer vision5Feb 27, 2026
Image ClassificationMedical Imaging Datasetcomputer vision5Feb 26, 2026
Medical Image ClassificationCoronary Angiography (test)bio medicalcomputer vision5Feb 26, 2026
Fine-Grained Image ClassificationFine-Grained Classification Suite zero-shotcomputer vision5Feb 26, 2026
Image ClassificationImageNet and Robustness Variants zero-shot v1, v2, A, R, S, ObjectNetcomputer vision5Feb 26, 2026
Image ClassificationMMVPcomputer vision5Feb 26, 2026
Medical Image ClassificationSD-128 Clinicalbio medicalcomputer vision5Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision5Feb 26, 2026
Image ClassificationMIT-States Filtered to 97 classes (test)computer vision5Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision5Feb 26, 2026
Image ClassificationImageNet-1k (val)computer vision5Feb 26, 2026
Image ClassificationVisDA Syn. 2017computer vision5Feb 26, 2026
Image ClassificationMSTAR 100%computer vision5Feb 26, 2026
Image ClassificationMSTAR (90%)computer vision5Feb 26, 2026
Image ClassificationMSTAR (50%)computer vision5Feb 26, 2026
Image ClassificationMSTAR (5%)computer vision5Feb 26, 2026
Image ClassificationImagenettecomputer vision5Feb 26, 2026
2D image classificationCIFAR-100 (test)computer vision5Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision5Feb 26, 2026
Image ClassificationImageNetcomputer vision5Feb 26, 2026
Image ClassificationSTL10 Unauthorized domaincomputer vision5Feb 26, 2026
Image ClassificationCIFAR-10 IR=100 long-tail (test)computer vision5Feb 26, 2026
Image ClassificationCIFAR-10 long-tail (IR=20) (test)computer vision5Feb 26, 2026