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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
Cell-level Histopathological Image ClassificationCell-level Colorectal Cancer (test)computer visionbio medical14Mar 5, 2026
Image ClassificationEMNIST Private Task Finetuned (test)computer vision14Mar 5, 2026
Image ClassificationEMNIST Public Task Finetuned (test)computer vision14Mar 5, 2026
Image ClassificationImageNet ResNet-50computer vision14Mar 4, 2026
Hyperspectral Image ClassificationHongHu 10% train samples (test)computer vision14Mar 4, 2026
Image ClassificationOpen-MI VL-ICL Benchcomputer vision14Mar 4, 2026
Image ClassificationImageNet (test)computer vision14Feb 27, 2026
Image ClassificationImageNet 1k (test)computer vision14Feb 27, 2026
Image ClassificationImageNet 2 images per class 1K (test)computer vision14Feb 27, 2026
Image ClassificationImageNet 1 image per class 1K (test)computer vision14Feb 27, 2026
Image ClassificationImageNet-R strong appearance-shift (test)computer vision14Feb 26, 2026
Image ClassificationImageNet 1K (test)computer vision14Feb 26, 2026
Image ClassificationOxford-IIIT Petcomputer vision14Feb 26, 2026
Image ClassificationCIFAR-10computer vision14Feb 26, 2026
Image ClassificationSVHNcomputer vision14Feb 26, 2026
Image ClassificationCIFAR-100computer vision14Feb 26, 2026
Image ClassificationImageNet-1Kcomputer vision14Feb 26, 2026
Image ClassificationZero-shot evaluationcomputer vision14Feb 26, 2026
Image ClassificationMCI Overallcomputer vision14Feb 26, 2026
Image ClassificationSo2Satcomputer vision14Feb 26, 2026
Image ClassificationJUMPcomputer vision14Feb 26, 2026
Image ClassificationCHAMMIcomputer vision14Feb 26, 2026
Image ClassificationCIFAR10-DVScomputer vision14Mar 4, 2026
Image ClassificationCIFAR10 (test)computer vision14Feb 26, 2026
ClassificationMNIST (test)computer visionnlp+314Feb 26, 2026