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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 IDcomputer vision21Feb 26, 2026
Semantic SegmentationImageNet-S300 (val)computer vision21Feb 26, 2026
Semantic SegmentationImageNet-S (val)computer vision21Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision21Feb 26, 2026
Long-tailed Image ClassificationImageNet-LT 1.0 (test)computer vision21Feb 26, 2026
Image ClassificationStylized-ImageNet (test)computer vision21Jul 7, 2026
Continual Image ClassificationImageNet-1000 10 stepscomputer vision21Feb 26, 2026
Image Classificationmini-ImageNet-Red 80% noisecomputer vision21Feb 26, 2026
Image Classificationmini-ImageNet-Red 40% noisecomputer vision21Feb 26, 2026
Image Classificationmini-ImageNet-Red 20% noisecomputer vision21Feb 26, 2026
Online Continual LearningTinyImageNet Sequential (test)tabular time series21Feb 26, 2026
Image ClassificationS-Tiny-ImageNetcomputer vision21Feb 26, 2026
Image ClassificationImageNet 1k (v2)computer vision21Feb 26, 2026
Class Incremental LearningTiny-ImageNet (val)computer visiontabular time series21Feb 26, 2026
Image ClassificationImageNet127computer vision21Apr 7, 2026
Image ClassificationImageNet Real re-assessed (val)computer vision21Feb 26, 2026
Image ClassificationImageNet-1K 10computer vision21Feb 26, 2026
1-shot classificationtiered-ImageNet (test)computer vision21Feb 26, 2026
Image ClassificationImageNet-GLT GBL 1k (test)computer vision21Feb 26, 2026
Image ClassificationImageNet 1% labeled 1.0computer vision21Feb 26, 2026
Image ClassificationImageNetcomputer vision20Jul 2, 2026
Image ClassificationImageNet Hardcomputer vision20Jul 2, 2026
Super-res (4x)ImageNet 256x256computer vision20Jun 30, 2026
Image ClassificationImageNet (val)computer vision20Jun 16, 2026
Image ClassificationImageNet 1k (test)computer vision20Jun 16, 2026