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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
Long-Tailed Image ClassificationISIC-Archive-LTcomputer vision6Feb 26, 2026
Image ClassificationSVHN standard (test)computer vision6Feb 26, 2026
Image ClassificationImageNet-1K and Variants (V2, A, R, O, Sketch) 1.0 (test)computer vision6Feb 26, 2026
Image ClassificationDomainNet Clipart 10-shot (test)computer vision6Feb 26, 2026
Image ClassificationPlaces365 10-shot (test)computer vision6Feb 26, 2026
Image ClassificationPlaces365 5-shot (test)computer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 10-shot (test)computer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 5-shot (test)computer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 3-shot (test)computer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 10-shotcomputer vision6Feb 26, 2026
Image ClassificationCIFAR-100 10-shotcomputer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 5-shotcomputer vision6Feb 26, 2026
Image ClassificationCIFAR-100 5-shotcomputer vision6Feb 26, 2026
Image ClassificationD.Net-Cl 3-shotcomputer vision6Feb 26, 2026
Image ClassificationCIFAR-100 3-shotcomputer vision6Feb 26, 2026
Image ClassificationCaltech-101 non-IID (β = 0.1) (Forget)computer vision6Feb 26, 2026
Image ClassificationCaltech-101 standard (test)computer vision6Feb 26, 2026
Image ClassificationCaltech-101 standard (Retain)computer vision6Feb 26, 2026
Image ClassificationImageNet1000 (100-100)computer vision6Feb 26, 2026
Image ClassificationImageNet100 50-10computer vision6Feb 26, 2026
Image ClassificationCIFAR100 (50-10)computer vision6Feb 26, 2026
Event-based Image ClassificationN-CALTECH101 (test)computer vision6Feb 26, 2026
Image Classificationvtab smallnorb label elevationcomputer vision6Feb 26, 2026
Image Classificationvtab smallnorb label azimuthcomputer vision6Feb 26, 2026
Image ClassificationVTAB KITTI Closest Vehicle Distancecomputer vision6Feb 26, 2026