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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 ClassificationCIFAR100 (test)computer visionImage Classification Top-1 Accuracy on CIFAR100 (test) performance trend407Mar 26, 2026
Image ClassificationOffice-Home (test)computer visionImage Classification on Office-Home (test) performance trend402Jul 7, 2026
Image ClassificationMNISTcomputer visionImage Classification on MNIST (Accuracy) performance trend398Mar 13, 2026
Image ClassificationOxford-IIIT Petscomputer vision398Jul 2, 2026
Image ClassificationSVHNcomputer visionImage Classification on SVHN performance trend395Mar 24, 2026
Image ClassificationFMNIST (test)computer vision388Jun 16, 2026
Image ClassificationImageNetcomputer vision384Jun 25, 2026
Image ClassificationStanfordCarscomputer visionImage Classification on StanfordCars performance trend384May 27, 2026
Image ClassificationCUB 200 2011computer vision381Jun 11, 2026
Image ClassificationSTL-10 (test)computer visionImage Classification on STL-10 (test) performance trend380Jun 11, 2026
Image ClassificationCIFAR100computer visionImage Classification on CIFAR100 (Accuracy) performance trend378Jun 8, 2026
Image ClassificationCIFAR-10 (val)computer visionImage Classification on CIFAR-10 (val) performance trend377May 12, 2026
Image ClassificationCIFAR-100computer visionImage Classification on CIFAR-100 (ACC, NLL, ECE, ESS) performance trend375Jun 26, 2026
Fine-grained Image ClassificationStanford Cars (test)computer visionFine-grained Image Classification on Stanford Cars (test) performance trend372May 20, 2026
Image ClassificationImageNetcomputer visionImage Classification on ImageNet (Top-1 Accuracy) performance trend366Mar 10, 2026
Image ClassificationCIFAR-100computer visionImage Classification on CIFAR-100 (Accuracy) performance trend362Jun 26, 2026
Image ClassificationVTAB 1kcomputer visionImage Classification on VTAB 1k performance trend359Jul 9, 2026
Image ClassificationOffice-31computer visionImage Classification on Office-31 performance trend357Jun 8, 2026
Image ClassificationImageNet (val)computer vision354Feb 26, 2026
Image ClassificationCUBcomputer vision351Jun 23, 2026
Image ClassificationImageNet-1K 1.0 (test)computer vision341Jul 2, 2026
Image ClassificationAircraftcomputer vision340Apr 23, 2026
Image ClassificationFashion-MNISTcomputer visionImage Classification on Fashion-MNIST (Accuracy (%)) performance trend324Jun 11, 2026
Image ClassificationFGVC-Aircraft (test)computer visionImage Classification on FGVC-Aircraft (test) performance trend322Jun 30, 2026
Image ClassificationPetscomputer vision320Jun 4, 2026