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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 ClassificationStanford Carscomputer vision6Feb 26, 2026
Image ClassificationCountry-211computer vision6Feb 26, 2026
Image ClassificationCIFAR-100computer vision6Feb 26, 2026
Image ClassificationImageNet-1kcomputer vision6Feb 26, 2026
Image ClassificationCaltech-101computer vision6Feb 26, 2026
Image ClassificationCIFAR-10computer vision6Feb 26, 2026
Image ClassificationSTL-10computer vision6Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision6Feb 26, 2026
Histopathology Image ClassificationRenal-Ccomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationRenalcomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationSkin-Ccomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationSkincomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationLC25K All-Ccomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationLC25K Allcomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationNCT100K-Ccomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationNCT100Kcomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationNCT7K-Ccomputer visionbio medical6Feb 26, 2026
Histopathology Image ClassificationNCT7Kcomputer visionbio medical6Feb 26, 2026
Image ClassificationSkin Clean (test)computer vision6Feb 26, 2026
Image ClassificationLC25K-All-C Corrupted (test)computer vision6Feb 26, 2026
Image ClassificationLC25K All Clean (test)computer vision6Feb 26, 2026
Image ClassificationNCT100K Corrupted (test)computer vision6Feb 26, 2026
Pathology Image ClassificationSkin clean (test)computer visionbio medical6Feb 26, 2026
Pathology Image ClassificationLC25K All-C (test)computer visionbio medical6Feb 26, 2026