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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 original (test)computer vision9Feb 26, 2026
Image ClassificationImageFruit 128x128 (val)computer vision9Feb 26, 2026
Image ClassificationImageWoof 128x128 (val)computer vision9Feb 26, 2026
Image ClassificationImageNette 128x128 (val)computer vision9Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision9Feb 26, 2026
Image ClassificationPACS (unseen)computer vision9Feb 26, 2026
Image ClassificationNICO Animal (unseen)computer vision9Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision9Feb 26, 2026
Image ClassificationSVHN 40 labels (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR100 (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR10 original (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR100-LT imbalance factor 100 1.0 (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR10-LT imbalance factor 100 1.0 (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR-10-LTcomputer vision9Feb 26, 2026
Image ClassificationChestXcomputer vision9Feb 26, 2026
Image ClassificationCIFAR-10 standard (test)computer vision9Feb 26, 2026
Image ClassificationLRA reimplementation (test)computer vision9Feb 26, 2026
Image ClassificationMNIST standard (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision9Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision9Feb 26, 2026
Image ClassificationImageNet 1k (real)computer vision9Feb 26, 2026
Image ClassificationImbalanced CIFAR-100 Stepcomputer vision9Feb 26, 2026
Image ClassificationCIFAR-100 Imbalanced (Long-Tailed)computer vision9Feb 26, 2026
Image ClassificationCIFAR-10 Imbalanced Stepcomputer vision9Feb 26, 2026
Image ClassificationCIFAR-10 Imbalanced Long-Tailedcomputer vision9Feb 26, 2026