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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 ClassificationEggplant (test)computer vision15Feb 26, 2026
Image ClassificationOnion (test)computer vision15Feb 26, 2026
Image ClassificationDurian (test)computer vision15Feb 26, 2026
Image ClassificationChili (test)computer vision15Feb 26, 2026
Image ClassificationBlack gram (test)computer vision15Feb 26, 2026
Image ClassificationFacescrub (inference)computer vision15Feb 26, 2026
Image ClassificationFacescrub (train)computer vision15Feb 26, 2026
Privacy-Preserving Image ClassificationTinyImageNet (inference)computer visionadversarial safety security15Feb 26, 2026
Privacy-Preserving Image ClassificationTinyImageNet (train)computer visionadversarial safety security15Feb 26, 2026
Few-shot Image ClassificationFlowers102 (test)computer vision15Feb 26, 2026
Few-shot Image ClassificationOxfordPets (test)computer vision15Feb 26, 2026
Few-shot Image ClassificationCaltech101 (test)computer vision15Feb 26, 2026
Few-shot Image ClassificationImageNet (test)computer vision15Feb 26, 2026
Image ClassificationCIFAR-10-LT IR=10 (test)computer vision15Feb 26, 2026
Image ClassificationAverage across datasetscomputer vision15Feb 26, 2026
Image ClassificationOOD-CV 0% occlusion 1.0computer vision15Feb 26, 2026
Image ClassificationImageNet-1K 1.0 (val)computer vision15Feb 26, 2026
Long-tailed Image ClassificationPlaces-LT (val test)computer vision15Feb 26, 2026
Image ClassificationWeathercomputer vision15Jun 11, 2026
Image ClassificationCIFAR-100computer vision15Feb 26, 2026
Image ClassificationCIFAR-10computer vision15Feb 26, 2026
Image ClassificationMelanoma (test)computer vision15Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision15Feb 26, 2026
Image ClassificationCATvsDOG (test)computer vision15Feb 26, 2026
Long-tail Image ClassificationPlaces LTcomputer vision15Feb 26, 2026