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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-100 (train)computer vision30May 20, 2026
Image ClassificationImageNet 1% labels ILSVRC-2012 (val)computer vision30Feb 26, 2026
Image ClassificationUCF101computer vision29Jun 23, 2026
Image ClassificationCIFAR10 LT-100computer vision29Jul 3, 2026
Image ClassificationSVHN (test)computer vision29Jul 8, 2026
Image ClassificationTissueMNIST MedMNIST v2 (test)computer vision29Jun 2, 2026
Image Classification8-Vision benchmark (EuroSAT, GTSRB, SVHN, RESISC45, DTD, Cars, MNIST, SUN397) (test)computer vision29Jun 4, 2026
Image ClassificationImageNet-Rcomputer vision29Jun 2, 2026
Image ClassificationSVHN (test)computer vision29May 14, 2026
Image ClassificationWebVision 50 (test)computer vision29May 25, 2026
Image ClassificationCIFAR-10 18 (test)computer vision29Jul 7, 2026
Image ClassificationStanford Carscomputer vision29May 26, 2026
Hyperspectral Image ClassificationWHU Hi HongHu (HH) datasetcomputer vision29Apr 3, 2026
Image ClassificationOxford-IIIT Pets (test)computer vision29Jun 30, 2026
Image ClassificationCaltech-101computer vision29Mar 20, 2026
Image ClassificationAPS Datasetcomputer vision29Feb 26, 2026
Few-shot Image ClassificationStanfordCars (test)computer vision29Feb 26, 2026
Image ClassificationZero-shot Evaluation Suite (Food-101, CIFAR-10, CIFAR-100, SUN397, Stanford Cars, FGVC Aircraft, DTD, Oxford-IIIT Pets, Caltech-101, Flowers102, ImageNet-1K) various (test)computer vision29Feb 26, 2026
Image ClassificationSUN GZSLcomputer vision29Apr 21, 2026
Image ClassificationVTAB-6computer vision29Feb 26, 2026
Medical Image ClassificationDET10bio medicalcomputer vision29Feb 26, 2026
Image ClassificationCIFARTile (test)computer vision29Feb 26, 2026
Image ClassificationCIFAR-10 Pathological partition (test)computer vision29Feb 26, 2026
Image ClassificationCIFAR-10 (full)computer vision29May 7, 2026
Image ClassificationImageNet-1k 1 (val)computer vision29Jun 2, 2026