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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 ClassificationCIFAR-10computer vision18Feb 26, 2026
Image ClassificationImageNet V2computer vision18Feb 26, 2026
Image ClassificationImageNet-1K (test)computer vision18Feb 26, 2026
Image ClassificationFashion-MNIST standard (test)computer vision18Feb 26, 2026
Image ClassificationUAV-M100computer vision18Feb 26, 2026
Image ClassificationFive Datasets 16-shotcomputer vision18Feb 26, 2026
Image ClassificationFive Datasets 8-shotcomputer vision18Feb 26, 2026
Image ClassificationFive Datasets 4-shotcomputer vision18Feb 26, 2026
Zero-shot Image Classification16-dataset Zero-Shot Adversarial Robustness (ZSAR) Evaluation Suitecomputer vision18Feb 27, 2026
Image ClassificationStanfordDogs (test)computer vision18Feb 27, 2026
Few-shot Image ClassificationDogs (test)computer vision18Feb 26, 2026
Fine-grained Image ClassificationCUB (test)computer vision18Feb 26, 2026
Image ClassificationUSPScomputer vision18Jun 5, 2026
Image ClassificationImagewoofcomputer vision18Apr 29, 2026
Image ClassificationCIFAR-10 (test)computer vision18Feb 26, 2026
Image ClassificationFlower (test)computer vision18Feb 26, 2026
Image ClassificationPlaces365 3-shotcomputer vision18Feb 26, 2026
Image ClassificationBiomedical Datasets Average (test)computer vision18Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision18Feb 26, 2026
Image ClassificationCIFAR10computer vision18Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision18Feb 26, 2026
Image ClassificationSmall-ImageNet-127 size 32x32 and 64x64 (test)computer vision18Feb 26, 2026
Image ClassificationCircuit Diagram (test)computer vision18Feb 26, 2026
Image ClassificationOffice-Caltech10computer vision18Mar 24, 2026
Image ClassificationCIFAR-100 1x10^6 EDM-generated images-augmented (train)computer vision18Feb 26, 2026