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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 ClassificationCIFAR-10 2K samplescomputer vision12Mar 4, 2026
Image ClassificationCIFAR-10 10K (test)computer vision12Mar 4, 2026
16-shot Image ClassificationImageNet 1k (source)computer vision12Mar 4, 2026
Image ClassificationImageNet Sketch R A V2computer vision12Mar 4, 2026
Few-shot Image ClassificationCIFAR-10 Laplace2 noise (test)computer vision12Feb 27, 2026
Image ClassificationAIDER v1 (test)computer vision12Feb 27, 2026
Image ClassificationCIFAR-10computer vision12Feb 27, 2026
Image ClassificationCIFAR-10computer vision12Feb 27, 2026
Image ClassificationCIFAR-10 (test)computer vision12Feb 27, 2026
Image ClassificationPlaces205 (train)computer vision12Feb 27, 2026
Image ClassificationImageNet novel and all classescomputer vision12Feb 27, 2026
Image ClassificationTiny-ImageNet (iid)computer vision12Feb 26, 2026
Image ClassificationCIFAR-100 Dir-0.05computer vision12Feb 26, 2026
Image ClassificationOrganAMNIST v2 (test)computer vision12Feb 26, 2026
Image ClassificationBloodMNIST v2 (test)computer vision12Feb 26, 2026
Image ClassificationCIFAR-100computer vision12Feb 26, 2026
Image ClassificationCIFAR-10computer vision12Feb 26, 2026
Image ClassificationCIFAR-100 corrupted (test)computer vision12Feb 26, 2026
Image ClassificationImageNet (val)computer vision12Feb 26, 2026
Image ClassificationImageNetcomputer vision12Feb 26, 2026
Image ClassificationOffice-Home Averagecomputer vision12Feb 26, 2026
Image ClassificationOffice-Home Pr→Ar,Cl,Rwcomputer vision12Feb 26, 2026
Image ClassificationPlantVillagecomputer vision12Feb 26, 2026
Medical Image ClassificationCBIS-DDSM D10 (test)bio medicalcomputer vision12Feb 26, 2026
Medical Image ClassificationKVASIR D9 (test)bio medicalcomputer vision12Feb 26, 2026