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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-100 (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision16Feb 26, 2026
Interpretable Image ClassificationImageNet (test)computer visionnlp16Feb 26, 2026
Image ClassificationTinyImageNet (test)computer vision16Feb 26, 2026
Image ClassificationTerra Incognita Trans (test)computer vision16Feb 26, 2026
Image ClassificationTerra Incognita Cis (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision16Feb 26, 2026
Image ClassificationISIC 2020computer vision16Jul 8, 2026
Medical image classificationODIR-5kbio medicalcomputer vision16Feb 26, 2026
Image ClassificationSICAP (test)computer vision16Feb 26, 2026
Image ClassificationHIS Camelyon16 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet 1000computer vision16Feb 26, 2026
Image ClassificationDogs (full)computer vision16Feb 26, 2026
Image ClassificationAircraft (full)computer vision16Feb 26, 2026
Image ClassificationCars (full)computer vision16Feb 26, 2026
Image ClassificationCaltech (full)computer vision16Feb 26, 2026
Image ClassificationStanford Cars 5-way 5-shot (test)computer vision16Jun 2, 2026
Image ClassificationCUB-200 1.0 (test)computer vision16Apr 16, 2026
Medical Image ClassificationMedMNIST v2 (test)bio medicalcomputer vision16Jun 8, 2026
Image ClassificationPet-37 (test)computer vision16Feb 26, 2026
Image ClassificationFlower-102 (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision16Feb 26, 2026
Image ClassificationCLIP Zero-shot Evaluation Suite (10 datasets)computer vision16Feb 26, 2026
Image Classificationtiered-ImageNet (test)computer vision16Feb 26, 2026
Image ClassificationFaceScrub (val)computer vision16Feb 26, 2026