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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
Data AttributionImageNetnlp8Feb 26, 2026
Saliency Map EvaluationImageNet-1k-minicomputer vision8Feb 26, 2026
XAI EvaluationImageNet-1k-minicomputer vision8Feb 26, 2026
OOD DetectionCIFAR-10 (IND) / TinyImageNet (OOD) (test)computer visiontabular time series8Feb 26, 2026
Adversarial AttackImageNet (val)adversarial safety securitycomputer vision8Feb 26, 2026
Relation detectionImageNet-VidVRD (test)computer visionnlp8Feb 26, 2026
Image ClassificationImageNet FGSMcomputer vision8Apr 21, 2026
Image ClassificationImageNet full 1k (test)computer vision8Feb 26, 2026
Adversarial RobustnessImageNet-LTadversarial safety securitycomputer vision8Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision8Feb 26, 2026
ClassificationTinyImageNetcomputer visionnlp+38Feb 26, 2026
Hubness reductionCIFAR10, FFHQ, ImageNet, LSUN Bedroom, Free Music Archive Averagecomputer visionspeech audio+18Feb 26, 2026
ClassificationIMAGENET-Rcomputer visionnlp+38Feb 26, 2026
ClassificationImageNet-1Kcomputer visionnlp+38Feb 27, 2026
Image ClassificationImageNet (val)computer vision8Feb 26, 2026
Image ClassificationImageNet-1k (val)computer vision8Feb 26, 2026
Image ClassificationTiny-ImageNet Dir(beta) (test)computer vision8Feb 26, 2026
Image ClassificationImageNet 10/50-classcomputer vision8Feb 26, 2026
Image ClassificationImageNet30 Snow Corruptioncomputer vision8Feb 26, 2026
Streaming Federated Continual LearningImageNet100 O=0 overlaptabular time series8Feb 26, 2026
Streaming Federated Continual LearningImageNet100 O=2 overlaptabular time series8Feb 26, 2026
Streaming Federated Continual LearningImageNet100 O=4 overlaptabular time series8Feb 26, 2026
Streaming Federated Continual LearningImageNet 100 O=5 overlaptabular time series8Feb 26, 2026
Machine UnlearningImageNet100 30% influence-style deletion (retain)adversarial safety security8Feb 26, 2026
Image ClassificationCIFAR-100, ImageNet-O, ImageNet-V2, CIFAR-10computer vision8Feb 26, 2026