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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 ClassificationCaltech101computer vision10Feb 27, 2026
Image ClassificationImageNetcomputer vision10Feb 27, 2026
Image ClassificationSUN397computer vision10Feb 27, 2026
Image ClassificationCelebA LEAFcomputer vision10Feb 27, 2026
Image ClassificationFEMNIST LEAFcomputer vision10Feb 27, 2026
Image ClassificationCIFAR-10 (test)computer vision10Feb 27, 2026
Image ClassificationCIFAR-10 (test)computer vision10Feb 27, 2026
Image ClassificationMNIST (test)computer vision10Feb 27, 2026
Image ClassificationVOC07 (train)computer vision10Feb 27, 2026
Image ClassificationImageNet V2computer vision10Mar 4, 2026
Image ClassificationCIFAR-10 (test)computer vision10Feb 27, 2026
Ultrasound Image ClassificationTN5000 (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationPOCUS (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationMMOTU (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationGBCU (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationFATTY LIV. (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationBUTTERFLY (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationBUSBRA (test)computer visionbio medical10Feb 26, 2026
Ultrasound Image ClassificationAUL (test)computer visionbio medical10Feb 26, 2026
Image ClassificationStanfordCars HM (full)computer vision10Feb 26, 2026
Histopathology Image ClassificationDigestPathcomputer visionbio medical10Feb 27, 2026
Histopathology Image ClassificationPanNukecomputer visionbio medical10Feb 27, 2026
Histopathology Image ClassificationKathercomputer visionbio medical10Feb 27, 2026
Image ClassificationMNIST, DTD, EuroSAT, GTSRB, SVHN (test)computer vision10Feb 26, 2026
Image ClassificationCIFAR-100 long-tailed (test)computer vision10Feb 26, 2026