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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-10 (test)computer vision26Feb 26, 2026
Image ClassificationImageWoof 256x256 (test)computer vision26Feb 26, 2026
Image ClassificationCINIC-10 non-iidcomputer vision26Feb 26, 2026
Image ClassificationWeb-Bird (test)computer vision26Feb 26, 2026
Image ClassificationWeb-Aircraft (test)computer vision26Feb 26, 2026
Medical image classificationINbreastbio medicalcomputer vision26Jun 23, 2026
Image ClassificationGlaScomputer vision26Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision26Feb 26, 2026
Image ClassificationImageNet-1k 1.0 (val)computer vision26Feb 26, 2026
Image ClassificationEuroSATcomputer vision26Feb 26, 2026
Image ClassificationSUN397computer vision26Feb 26, 2026
Image ClassificationsCIFAR (test)computer vision26Mar 4, 2026
Image ClassificationCIFAR-10 Global (test)computer vision26Feb 26, 2026
Medical Image ClassificationMura sbio medicalcomputer vision26Feb 26, 2026
Medical Image ClassificationADbio medicalcomputer vision26Feb 26, 2026
Image ClassificationCIFAR-10 512-image subset (test)computer vision26Feb 27, 2026
Image ClassificationSVHN (test)computer vision26Feb 26, 2026
Image ClassificationCIFAR-100-C Severity 5computer vision26May 19, 2026
Image ClassificationCIFAR-100 IDN (test)computer vision26Feb 26, 2026
Image ClassificationCIFAR-10 IDN (test)computer vision26Feb 26, 2026
Image ClassificationCIFAR-100 USB (test)computer vision26Feb 26, 2026
Image ClassificationImageNet Clean 1K (val)computer vision26Apr 21, 2026
Long-tailed Image ClassificationCIFAR-100 long-tailed (IF=100) (test)computer vision26Jun 2, 2026
Image ClassificationCIFAR-10C level 5 (test)computer vision26Feb 26, 2026
Image ClassificationiWILDCam OODcomputer vision26Feb 26, 2026