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Benchmarks for “imagenet”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

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TaskDatasetDomainTrendResultsLast update
Image ClassificationImageNet-Superclass (val)computer vision4Feb 26, 2026
Image ClassificationImageNet-1Kcomputer vision4Feb 26, 2026
Model CalibrationImageNet V2 (val)tabular time series4Feb 26, 2026
Model CalibrationImageNet-1K ILSVRC 2012 (val)tabular time series4Feb 26, 2026
Image ClassificationImageNet1k (val)computer vision4Feb 26, 2026
Learning to DeferImageNet-16Hcomputer visionnlp+14Feb 26, 2026
Image ClassificationImageNet (train)computer vision4Feb 26, 2026
Image ClassificationImageNet 500 Epochs (val)computer vision4Feb 26, 2026
Image ClassificationImagenettecomputer vision4Feb 26, 2026
Image ClassificationImageNet (1% labels)computer vision4Feb 26, 2026
Image ReconstructionImageNette 178x178 (test)computer vision4Feb 26, 2026
Image ClassificationImageNet Base classes (val)computer vision4Feb 26, 2026
Image ClassificationImageNet unseen promptscomputer vision4Feb 26, 2026
Image ClassificationImageNet-Sketch Low conf. setcomputer vision4Feb 26, 2026
Image ClassificationImageNet-Sketch Full setcomputer vision4Feb 26, 2026
Image ClassificationImageNet Adversarial Low conf. setcomputer vision4Feb 26, 2026
Image ClassificationImageNet-Adversarial Full setcomputer vision4Feb 26, 2026
Image ClassificationImageNet-R Low conf. setcomputer vision4Feb 26, 2026
Image ClassificationImageNet Low conf. set v2computer vision4Feb 26, 2026
Image ClassificationImageNet Full set v2computer vision4Feb 26, 2026
Image ClassificationImageNet Low conf. setcomputer vision4Feb 26, 2026
Image ClassificationImageNet Full setcomputer vision4Feb 26, 2026
Image ClassificationImageNet-E 128x128 (val)computer vision4Feb 26, 2026
Image ClassificationImageNet-D 128x128 (val)computer vision4Feb 26, 2026
Image ClassificationImageNet-C 128x128 (val)computer vision4Feb 26, 2026