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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 ClassificationImageNetcomputer vision1Feb 26, 2026
Hierarchical ClusteringImageNet-Dogs (train)tabular time series1Feb 26, 2026
Hierarchical ClusteringImageNet-10 (train)tabular time series1Feb 26, 2026
Image ClassificationImageNet-1K @ 224x224computer vision1Feb 26, 2026
Image ClassificationImageNet-32 downsampledcomputer vision1Feb 26, 2026
Co-localizationImageNet 6 full subsetscomputer vision1Feb 26, 2026
Density EstimationImageNet 128x128 (test)tabular time series1Feb 26, 2026
Image ModelingImageNet 64x64 (train)computer vision1Feb 26, 2026
Selective Classification CertificationImageNet (val)—0Jun 9, 2026
Machine UnlearningImagenette Objectsadversarial safety security0Mar 20, 2026
Image ClassificationImageNet (val)computer vision0Feb 26, 2026
Image ClassificationImageNet-R (novel classes)computer vision0Feb 26, 2026
Image ClassificationImageNet-S novel classescomputer vision0Feb 26, 2026
Zero-shot Image ClassificationTiny-ImageNetcomputer vision0Feb 27, 2026
Image ClassificationImageNet 1Kcomputer visionImage Classification on ImageNet 1K (Clean and Robust Accuracy) performance trend0Feb 26, 2026
Image ClassificationTiny-ImageNetcomputer vision0Feb 27, 2026
Machine UnlearningImageNet100 (out-sample)adversarial safety security0Feb 26, 2026
Robust Image ClassificationCIFAR-10, CIFAR-100, and TinyImageNet Overall (test)computer vision0Feb 26, 2026
Continual LearningTiny-ImageNet Split 100 tasksmiscellaneousContinual Learning on Tiny-ImageNet Split 100 tasks performance trend0Feb 26, 2026
Continual LearningSplit Tiny-ImageNet 100 tasks (test)miscellaneousContinual Learning on Split Tiny-ImageNet 100 tasks (test) performance trend0Feb 26, 2026
Out-of-Distribution DetectionImageNet-200 ResNet-18 (test)computer visiontabular time series0Feb 26, 2026
Image GenerationImageNet 2012 (val)image generation editing0Feb 26, 2026
Image ClassificationImageNetcomputer vision0Feb 26, 2026
Image ClassificationImageNetcomputer vision0Feb 26, 2026
Image ClassificationImageNetcomputer vision0Feb 26, 2026