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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 OOD variants (A, V2, R, S) 1k (test val)computer vision23Feb 26, 2026
Image ClassificationImageNetcomputer vision23Mar 11, 2026
Image ClassificationTiny-ImageNet corrupted (test)computer vision23Jun 23, 2026
Image ClassificationImageNet 1K (val)computer vision23Feb 26, 2026
Image ClassificationTiny-ImageNet (test)computer vision23Jun 25, 2026
Image ClassificationImageNet-Rcomputer vision23Feb 26, 2026
Image ClassificationStylized ImageNet (SIN)computer vision23Feb 26, 2026
Zero-shot Image ClassificationImageNet-R (test)computer vision23Feb 27, 2026
Image ClassificationImageNet-LTcomputer vision23Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision23Feb 26, 2026
5-way 3-shot Image ClassificationMiniImageNet 33.3% symmetric label swap noise 54 (test)computer vision23Feb 26, 2026
5-way 3-shot Image ClassificationMiniImageNet 0% noise 54 (test)computer vision23Feb 26, 2026
Continual Image ClassificationImageNet-100 10 stepscomputer vision23Feb 26, 2026
Image ClassificationImageNet-A Targetcomputer vision23May 8, 2026
Image ClassificationImageNet (val)computer vision23Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision23Feb 26, 2026
Image ClassificationS-Tiny-ImageNet Class-ILcomputer vision23Feb 26, 2026
Image ClassificationImageNet 10% label fractioncomputer vision23Feb 26, 2026
Image GenerationImageNet-32image generation editing23May 13, 2026
Image ClassificationImageNet-100 50% Compression (test)computer vision22Jul 9, 2026
Prompt Watermarking and VerificationImageNetadversarial safety security22May 27, 2026
Attribution FaithfulnessImageNet (val)computer vision22May 20, 2026
Image ClassificationImageNet-C severity level 5 v1 (test)computer vision22May 20, 2026
Image ClassificationImageNet Nettecomputer vision22May 6, 2026
Class Incremental LearningImageNet-R (10-Split)computer visiontabular time series22Apr 29, 2026