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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 ClassificationRSI-CB128computer vision60Jun 23, 2026
Image ClassificationciFAIR-100 (test)computer vision60Feb 26, 2026
Image ClassificationImageNetcomputer vision60Feb 26, 2026
Image ClassificationfMoW (test)computer vision60May 12, 2026
Image ClassificationCIFAR-100-C v1 (test)computer vision60Jun 16, 2026
5-way Image ClassificationCIFAR FS (test)computer vision60Feb 26, 2026
Sequential Image ClassificationSequential CIFAR10computer vision60May 13, 2026
Image ClassificationODIR 200x3computer vision60Feb 26, 2026
Image ClassificationImageNet-1kcomputer vision59Jun 12, 2026
Image ClassificationFGVC Aircraftcomputer vision59Jul 2, 2026
Image ClassificationCIFAR-10 Dir(0.5)computer vision59May 25, 2026
Image ClassificationRSNA (test)computer vision59Mar 19, 2026
Few-Shot Image ClassificationImageNet FS (novel)computer vision59Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision59Feb 26, 2026
Image ClassificationBACH (test)computer vision59Jun 9, 2026
Image ClassificationAircraftcomputer vision59Jun 9, 2026
Image ClassificationOxford-IIIT Pet (test)computer vision59May 15, 2026
Image ClassificationImageNet (val)computer vision59Feb 27, 2026
Long-tail Image ClassificationiNaturalist 2018 (test)computer vision59Feb 26, 2026
Image ClassificationOffice-Homecomputer vision59Feb 26, 2026
Image ClassificationStanford Cars (val)computer vision59Mar 4, 2026
Image ClassificationCINIC-10computer vision59Apr 28, 2026
Image ClassificationWebVision 1.0 (val)computer visionImage Classification on WebVision 1.0 (val) performance trend59Feb 27, 2026
Image ClassificationCIFAR-100 LT Imbalance Ratio 10 (test)computer visionImage Classification on CIFAR-100 LT Imbalance Ratio 10 (test) performance trend59Feb 26, 2026
Image ClassificationSVHNcomputer vision58May 28, 2026