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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 ClassificationImageNet-Ccomputer visionImage Classification on ImageNet-C performance trend117Apr 24, 2026
5-way Image ClassificationtieredImageNet 5-way (test)computer vision117Feb 26, 2026
Image ClassificationILSVRC 2012 (test)computer vision117Feb 26, 2026
Image ClassificationSUN397computer visionImage Classification on SUN397 (Accuracy, ECE) performance trend116May 28, 2026
Image ClassificationCIFAR-100computer vision116Feb 26, 2026
Image ClassificationiNaturalist 2018 (val)computer visionImage Classification on iNaturalist 2018 (val) performance trend116Feb 26, 2026
Image ClassificationGTSRBcomputer vision115May 19, 2026
Image Classification11 Downstream Classification Datasets (ImageNet, Flowers102, DTD, OxfordPets, StanfordCars, UCF101, Caltech101, Food101, SUN397, FGVC-Aircraft, EuroSAT) standard (test)computer visionImage Classification on 11 Downstream Datasets (ImageNet, Flowers102, DTD, OxfordPets, StanfordCars, UCF101, Caltech101, Food101, SUN397, FGVC-Aircraft, EuroSAT) (test) performance trend115Feb 27, 2026
Image ClassificationImageNet (val)computer vision115Feb 26, 2026
Image ClassificationCIFAR10computer vision114Apr 24, 2026
Image ClassificationCIFAR-100 non-IID (test)computer vision113Mar 17, 2026
Image ClassificationImageNet Renditioncomputer visionImage Classification on ImageNet Rendition performance trend113May 29, 2026
Image ClassificationImageNet 1K (train val)computer vision113May 19, 2026
Image ClassificationStanford Carscomputer visionImage Classification on Stanford Cars (Accuracy) performance trend112Jun 25, 2026
Image ClassificationFGVC-Aircraftcomputer vision112Jun 2, 2026
Image ClassificationVTABcomputer vision112Jun 23, 2026
Image classificationCIFAR100 (test)computer vision112Feb 26, 2026
Medical Image ClassificationBTCbio medicalcomputer vision111May 7, 2026
Image ClassificationBirdsnapcomputer vision111Feb 26, 2026
Image ClassificationCIFAR-10 non-IID (test)computer vision110May 8, 2026
Image ClassificationCIFAR-100 (test)computer vision110Mar 17, 2026
Image ClassificationFlowerscomputer vision110Jun 2, 2026
Image ClassificationImageNet 1K Challenge (novel classes)computer vision110Feb 26, 2026
Image ClassificationImageNet-C level 5computer vision110Jul 7, 2026
Image ClassificationDTDcomputer visionImage Classification on DTD (Metrics Base, New, H) performance trend108May 14, 2026