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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-100 (pre-training)computer vision4Feb 26, 2026
Generalized Category DiscoveryImageNet-1k 1.0 (test)computer vision4Feb 26, 2026
Image ReconstructionImageNet 128computer vision4Feb 26, 2026
Adversarial AttackImageNet epsilon=4/255 (val)adversarial safety securitycomputer vision4Feb 26, 2026
Image ClassificationImageNet Robustness Suite (Clean, FGSM, A, C, C-bar, D, Drawing, Sketch, Cartoon, Hard) 1.0 (test)computer vision4Feb 26, 2026
Online Continual Learningmini-ImageNettabular time series4Feb 27, 2026
Image ClassificationImageNet (test)computer vision4Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision4Feb 26, 2026
Zero-shot Image ClassificationImageNet zero-shotcomputer vision4Feb 26, 2026
Image ClassificationImageNetcomputer vision4Feb 26, 2026
OOD DetectionImageNet LT (iNaturalist) a8computer visiontabular time series4Feb 26, 2026
Image ClassificationImageNet (test)computer vision4Feb 26, 2026
ClusteringImageNet (test)tabular time series4Feb 26, 2026
Zero-shot classificationBREEDS-structured ImageNet-1k (test)nlpcomputer vision4Feb 26, 2026
Motion DeblurringImageNet 1K (test)computer vision4Feb 26, 2026
Zero-shot ClassificationImageNetnlpcomputer vision4Feb 26, 2026
Generative Model Metric EvaluationCIFAR-10, ImageNet, and FFHQ (test)image generation editing4Feb 26, 2026
Hierarchical Image ClassificationImageNetcomputer vision4Feb 26, 2026
Image ClassificationImageNet (unseen)computer vision4Feb 26, 2026
Image ClassificationImageNet (seen)computer vision4Feb 26, 2026
RecognitionN-ImageNet-1Kcomputer vision4Feb 26, 2026
Image ClassificationTiny-ImageNet LTcomputer vision4Feb 26, 2026
ClassificationImageNet 100-Bcomputer visionnlp+34Feb 26, 2026
ClassificationImageNet 100-Acomputer visionnlp+34Feb 26, 2026
ClassificationN-ImageNet mini neuromorphic adaptation (test)computer visionnlp+34Feb 26, 2026