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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-100 (test)computer vision30Feb 26, 2026
Image ClassificationSVHN (test)computer vision30Feb 26, 2026
Image ClassificationImageNet (val)computer vision30Feb 26, 2026
Image ClassificationImageNet Tinycomputer vision30Apr 9, 2026
Image ClassificationImageNet OOD Variantscomputer vision30Jul 7, 2026
Image ClassificationSVHNcomputer vision30Feb 26, 2026
Image ClassificationImageNet-C Severity Level 5, Mixed Shifts v1 (test)computer vision30Apr 21, 2026
Image ClassificationCIFAR100-C 1.0 (test)computer vision30Feb 26, 2026
Image ClassificationS-MNIST (test)computer vision30Mar 4, 2026
Image ClassificationSVHN 1.0 (test)computer vision30Feb 26, 2026
Image ClassificationFieldGuide-2 (test)computer vision30Feb 26, 2026
Image ClassificationCIFAR-10 corrupted (test)computer vision30Feb 26, 2026
Image ClassificationImageNet Distribution Shifts Summarycomputer vision30Feb 26, 2026
Image ClassificationCIFAR-100 90% symmetric label noisecomputer vision30Apr 23, 2026
Image ClassificationCIFAR-100 80% symmetric label noisecomputer vision30Apr 23, 2026
Image ClassificationImageNet ILSVRC 2012computer vision30Jun 4, 2026
Image ClassificationCIFAR-100 1.0 (test)computer vision30Apr 16, 2026
Image ClassificationCIFAR-10 80% noise (test)computer vision30Feb 26, 2026
Image ClassificationImageNet-LT Forward Shifted (test)computer vision30Feb 26, 2026
Image ClassificationTinyImageNet-Ccomputer vision30May 18, 2026
Image ClassificationImageNet 10% labels 1.0 (val)computer vision30Feb 26, 2026
Image ClassificationImagenet FS (All classes)computer vision30Feb 26, 2026
Image ClassificationImageNet 4 (val)computer vision30Feb 26, 2026
Image ClassificationAWA1computer vision30Feb 27, 2026
Image ClassificationILSVRC (val)computer vision30Feb 26, 2026