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Benchmarks for “image classification”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

9,842 benchmarksPage 179 of 394

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TaskDatasetDomainTrendResultsLast update
Image ClassificationCross-Dataset Benchmark ResNet50 backbone (test)computer vision11Mar 24, 2026
Image ClassificationCIFAR-10N wcomputer vision11Mar 24, 2026
Image ClassificationCIFAR-10N-rcomputer vision11Mar 24, 2026
Image ClassificationCIFAR80N (test)computer vision11Mar 19, 2026
Image ClassificationImageNet 1Kcomputer vision11Mar 13, 2026
Federated Image ClassificationCIFAR-10 Dirichlet alpha=0.5 (test)computer visiontabular time series11May 21, 2026
Image ClassificationISIC 2018computer vision11Mar 10, 2026
Image ClassificationMSRSIcomputer vision11Mar 9, 2026
Image ClassificationRSSCN7computer vision11Mar 9, 2026
Image ClassificationPets 37computer vision11Mar 9, 2026
Image ClassificationCamelyon17computer vision11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionOxford Flowers low-shot (ID) -> Deep Weeds (OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionCIFAR10 (ID) -> CIFAR100 (Near-OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionCIFAR10 (ID) -> SVHN (OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionMNIST (ID) -> EMNIST (Near-OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionMNIST (ID) -> KMNIST (OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image Classification, OOD Detection, and Adversarial Attack DetectionMNIST (ID) -> FashionMNIST (OOD) (test)computer visionadversarial safety security11Mar 5, 2026
Image ClassificationCIFAR-10 (test)computer vision11Mar 5, 2026
Image ClassificationImageNet Top V2computer vision11May 8, 2026
Image ClassificationCIFAR-10 Non-IID-2, s=2 (test)computer vision11Mar 4, 2026
Image ClassificationCIFAR-10 Non-IID-2, s=4 (test)computer vision11Mar 4, 2026
Image ClassificationCIFAR-10 Non-IID-1, alpha=0.05 (test)computer vision11Mar 4, 2026
Image ClassificationTiny-ImageNet Non-IID-2, s = 5computer vision11Mar 4, 2026
Image ClassificationTiny-ImageNet Non-IID-2, s = 10computer vision11Mar 4, 2026
Image ClassificationTiny-ImageNet Non-IID-1, α = 0.01computer vision11Mar 4, 2026