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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 ClassificationMNIST Centralized (test)computer vision84Jun 26, 2026
Image ClassificationCaltech101computer vision84May 26, 2026
Image ClassificationBUSIcomputer vision84Jun 30, 2026
Image Classification CalibrationCIFAR10computer vision84Apr 10, 2026
Image ClassificationCIFAR-10N (Aggregate)computer vision84May 21, 2026
Image ClassificationAIDcomputer vision83Jun 23, 2026
Image ClassificationCaltech256computer vision83Jun 8, 2026
Image ClassificationCIFAR-100-LT Imbalance Ratio 10computer visionImage Classification on CIFAR-100-LT Imbalance Ratio 10 performance trend83Feb 26, 2026
Image Classification8 Vision Tasks (test)computer vision82Apr 3, 2026
Image ClassificationiNaturalist 2021computer vision82Jul 7, 2026
Image ClassificationCXR14computer vision82Jun 11, 2026
Image ClassificationCIFAR-100 LT (IF=50)computer vision82Jul 8, 2026
Image ClassificationPatchCamelyoncomputer vision82Jun 30, 2026
Image ClassificationCIFAR-100 400 labelscomputer vision82Apr 24, 2026
Image ClassificationImageNet-R (val)computer visionImage Classification on ImageNet-R (val) performance trend82Feb 27, 2026
Image ClassificationImageNet 1000 images (val)computer vision82Feb 26, 2026
Image ClassificationCelebA (test)computer visionImage Classification on CelebA (test) performance trend82May 28, 2026
Image ClassificationCIFAR-10 (test)computer vision82Jun 2, 2026
Image ClassificationCIFAR-100 Long-tailed (val)computer vision82Feb 26, 2026
Image ClassificationCIFAR-10 Long-tailed (val)computer vision82Feb 26, 2026
Long-Tailed Image ClassificationiNaturalist 2018computer vision82Feb 26, 2026
Image ClassificationCIFAR-10-C continual temporal streams 1.0 (test)computer vision81May 20, 2026
Image Classification11 datasets base-to-new averagecomputer visionImage Classification on 11 Datasets Base-to-New Average performance trend81Feb 26, 2026
Image ClassificationMHIST (test)computer vision81May 12, 2026
Image ClassificationCIFAR-10 40 labelscomputer vision81Feb 26, 2026