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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-10computer vision28Feb 26, 2026
Image classificationColored MNIST unbiased (test)computer vision28Feb 26, 2026
Image ClassificationImageNet-200 (test)computer vision28Feb 26, 2026
Image ClassificationImageNet16-120 (test)computer vision28Apr 2, 2026
Image ClassificationImageNet16-120 (val)computer vision28Apr 2, 2026
Image ClassificationCIFAR-100 Long-Tailed (rho=50) (test)computer vision28May 19, 2026
Image ClassificationAircraft (test)computer vision28Feb 26, 2026
Few-shot Image Classificationmini-Cars (test)computer vision28Feb 26, 2026
Image ClassificationCIFAR-100 10000 labels (test)computer vision28Jun 1, 2026
Image ClassificationR-MNIST Domain-ILcomputer vision28Feb 26, 2026
Image ClassificationP-MNIST Domain-ILcomputer vision28Feb 26, 2026
Image ClassificationWebVision 1000computer vision28Feb 26, 2026
Image ClassificationPASCAL VOC 2007computer visionImage Classification on PASCAL VOC 2007 performance trend28Feb 26, 2026
Few-shot Image ClassificationFC100 5-way 5-shot (test)computer vision28Feb 26, 2026
Few-shot Image ClassificationFC100 5-way 1-shot (test)computer vision28Feb 26, 2026
Image Classificationpixel-by-pixel MNIST (test)computer vision28Feb 27, 2026
Image ClassificationCIFAR-10 (test)computer vision27Jun 25, 2026
Image ClassificationImageNetcomputer vision27Jun 25, 2026
Image ClassificationFlower102computer vision27Jun 23, 2026
Image ClassificationMNIST (train)computer vision27Jun 5, 2026
Image ClassificationMNIST-FMNISTcomputer vision27Jun 2, 2026
Image ClassificationCIFAR10computer vision27Jun 2, 2026
Image ClassificationFMNIST ⊥computer vision27Jun 2, 2026
Image ClassificationMNISTcomputer vision27Jun 2, 2026
Image ClassificationDTDcomputer vision27Jun 23, 2026