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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 ClassificationTQ-Gel Minicomputer vision6Feb 26, 2026
Image ClassificationTAG → X average across unseencomputer vision6Feb 26, 2026
Image ClassificationTQ-T3D unseen targetcomputer vision6Feb 26, 2026
Image ClassificationTQ-DuraGel (unseen target)computer vision6Feb 26, 2026
Image ClassificationTQ-GelMini unseen targetcomputer vision6Feb 26, 2026
Image ClassificationTQ-DIGIT unseen targetcomputer vision6Feb 26, 2026
Image ClassificationOF B 2.0 (unseen target)computer vision6Feb 26, 2026
Image ClassificationOF A 2.0 (unseen target)computer vision6Feb 26, 2026
Image ClassificationOF Real (unseen target)computer vision6Feb 26, 2026
Image ClassificationLumpy Skin Disease (LSD) Dataset (test)computer vision6Feb 26, 2026
Image ClassificationKaggle Solar Panel Fault Detection (test)computer vision6Feb 26, 2026
Image ClassificationFootpathVision (test)computer vision6Feb 26, 2026
Image ClassificationMangoImageBD (test)computer vision6Feb 26, 2026
Image ClassificationPaddyVarietyBD (test)computer vision6Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision6Feb 26, 2026
Image ClassificationImageNetcomputer vision6Feb 26, 2026
Image ClassificationImageNet Variants (V2, R, A, O, Sketch) (test)computer vision6Feb 26, 2026
Image ClassificationCLIP-Benchmark (31 datasets) zero-shotcomputer vision6Feb 26, 2026
Image ClassificationDmlabcomputer vision6Feb 26, 2026
Image ClassificationFER2013computer vision6Feb 26, 2026
Image ClassificationDTDcomputer vision6Feb 26, 2026
Image ClassificationDiabetic Retinopathycomputer vision6Feb 26, 2026
Image ClassificationEuroSATcomputer vision6Feb 26, 2026
Image ClassificationPCAMcomputer vision6Feb 26, 2026
Image ClassificationFGVC Aircraftcomputer vision6Feb 26, 2026