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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 ClassificationBroken Eggs Dataset (test)computer vision5Feb 27, 2026
Image ClassificationHorse Breed Dataset (test)computer vision5Feb 27, 2026
Image ClassificationEye Disease Dataset (test)computer vision5Feb 27, 2026
Image ClassificationOxford Flowerscomputer vision5Feb 27, 2026
Image ClassificationBroken Eggscomputer vision5Feb 27, 2026
Image ClassificationSkin Cancercomputer vision5Feb 27, 2026
Image ClassificationMusic Instrumentcomputer vision5Feb 27, 2026
Image ClassificationHorse Breedcomputer vision5Feb 27, 2026
Image ClassificationEye Diseasecomputer vision5Feb 27, 2026
Image ClassificationSUNcomputer vision5Feb 26, 2026
Image ClassificationZSAR Suite Averagecomputer vision5Feb 27, 2026
Image ClassificationEuroSATcomputer vision5Feb 27, 2026
Image ClassificationOxfordpetscomputer vision5Feb 27, 2026
Image ClassificationSTL10computer vision5Feb 27, 2026
Image ClassificationPlant Disease dataset (test)computer vision5Feb 26, 2026
Image ClassificationMeta-Learning Dataset (test)computer vision5Feb 26, 2026
Image ClassificationRickshaw Dataset (val)computer vision5Feb 26, 2026
Image ClassificationPaddy Dataset (val)computer vision5Feb 26, 2026
Image ClassificationMaize Disease Classification (test)computer vision5Feb 26, 2026
Image ClassificationEuroSATcomputer vision5Feb 26, 2026
Image ClassificationUCF101computer vision5Feb 26, 2026
Image ClassificationCaltechcomputer vision5Feb 26, 2026
Image ClassificationPetscomputer vision5Feb 26, 2026
Image ClassificationAircraftcomputer vision5Feb 26, 2026
Image ClassificationSUN397computer vision5Feb 26, 2026