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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 Asymmetric 10% noise (test)computer vision8Feb 26, 2026
Image ClassificationCXRcomputer vision8Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision8Feb 26, 2026
Zero-shot Image ClassificationImageNet 1k and six robustness variants (test)computer vision8Feb 26, 2026
Medical image classificationPAD-UFES-20 (test)bio medicalcomputer vision8Feb 26, 2026
Medical image classificationODIR-5k (test)bio medicalcomputer vision8Feb 26, 2026
Hyperspectral Image ClassificationPU-PC (test)computer vision8May 6, 2026
Image ClassificationCOIL (test)computer vision8Feb 26, 2026
Image ClassificationStanford Dogs 1.0 (test)computer vision8Feb 26, 2026
Image ClassificationImageNet-100 1.0 (test)computer vision8Feb 26, 2026
Long-tailed Image ClassificationCIFAR100 LTcomputer vision8Feb 26, 2026
Image ClassificationDTDcomputer vision8Feb 26, 2026
Fine-grained Image ClassificationFlowers-102 (test)computer vision8Feb 26, 2026
Image ClassificationFC100computer vision8Feb 26, 2026
Whole Slide Image ClassificationKidney Metastasis 1.0 (test)bio medicalcomputer vision8Feb 26, 2026
Whole Slide Image ClassificationRenal Vein Thrombosis (RVT) 1.0 (test)bio medicalcomputer vision8Feb 26, 2026
Whole Slide Image ClassificationCamelyon16 1.0 (test)bio medicalcomputer vision8Feb 26, 2026
Image ClassificationImageNetcomputer vision8Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision8Feb 26, 2026
Image ClassificationTiny-ImageNet (beta=0.5)computer vision8Feb 26, 2026
Image ClassificationCIFAR-100 (beta=0.5)computer vision8Feb 26, 2026
Image ClassificationminiDomainNet 10 labels per class v1 (test)computer vision8Feb 26, 2026
Image ClassificationDigitsDG 10 labels per class v1 (test)computer vision8Feb 26, 2026
Image ClassificationImageNet 4-shotcomputer vision8Feb 26, 2026
Image ClassificationSUN397 4-shotcomputer vision8Feb 26, 2026