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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 ClassificationMNIST S=600 (train)computer vision7Mar 4, 2026
Image ClassificationCIFAR-100computer vision7Feb 27, 2026
Image ClassificationMNIST LabelSkew(4) (test)computer vision7Feb 27, 2026
Image ClassificationMNIST Diri(1.0) (test)computer vision7Feb 27, 2026
Zero-shot Image ClassificationPDC Spanish Promptscomputer vision7Feb 27, 2026
Zero-shot Image ClassificationPDC English Promptscomputer vision7Feb 27, 2026
Zero-shot Image ClassificationCXP500 Spanish Promptscomputer vision7Feb 27, 2026
Zero-shot Image ClassificationCXP500 English Promptscomputer vision7Feb 27, 2026
Image ClassificationCIFAR-100computer vision7Feb 27, 2026
Image ClassificationImageNet-1K (val)computer vision7Feb 27, 2026
Image ClassificationImageNet-Pcomputer vision7Feb 27, 2026
Image ClassificationCIFAR-100 alpha=0.1 (test)computer vision7May 19, 2026
Image ClassificationCOVID-QU-Excomputer vision7Feb 26, 2026
Image ClassificationLC25000computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 personalized (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 20 clients (personalized)computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 S4 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 S3 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 S2 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-100 S1 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-10 S4 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-10 S3 search space (test)computer vision7Feb 26, 2026
Image ClassificationCIFAR-10 S2 search space (test)computer vision7Feb 26, 2026
Image ClassificationVWW (test)computer vision7Jun 17, 2026
Image Classificationmini WebVision first 50 classes (val)computer vision7Feb 26, 2026