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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 ClassificationSmall-ImageNet-127 size 32x32 and 64x64 (test)computer vision18Feb 26, 2026
Online Continual LearningImageNet 200tabular time series18Feb 26, 2026
Online Continual LearningTinyImageNettabular time series18Feb 26, 2026
Perturbation TestImageNet (val)computer vision18Feb 26, 2026
Perturbation TestImageNet (test)computer vision18Feb 26, 2026
Image ClassificationImageNet-R 1.0 (test)computer vision18Feb 26, 2026
Few-shot classificationImageNetV2 (test)computer visionnlp+118Feb 26, 2026
Image ClassificationImageNet 10% label fraction 2012 (val)computer vision18Feb 26, 2026
OOD DetectionImageNet-Ocomputer visiontabular time series18Feb 26, 2026
Class-Incremental LearningImageNet-100 10-task offline CIL setup (test)computer visiontabular time series18Feb 26, 2026
Image ClassificationImageNet and ObjectNet Robustness Suitecomputer vision18May 1, 2026
Few-Shot Learningmini-ImageNet 5-shot (test)computer visionnlp+1318Feb 26, 2026
Generalized Few-Shot Learningtiered-ImageNetcomputer vision18Feb 26, 2026
Image ClassificationSmall-ImageNet-127computer vision18Jun 16, 2026
Image ClassificationImageNet 2012 (val)computer vision18Feb 26, 2026
Image ClassificationImageNetcomputer vision18Feb 26, 2026
Image ClassificationImageNet-100-LT (test)computer vision18Feb 26, 2026
Image ClassificationImageNet-16 NAS-Bench-201 (test)computer vision18Feb 26, 2026
Adversarial RobustnessImageNet 1k (val)adversarial safety securitycomputer vision18Feb 26, 2026
Image GenerationImageNet 31 (train)image generation editing18Feb 26, 2026
Image ClassificationTinyImageNet et = 1/255 (val)computer vision18Feb 26, 2026
Image ClassificationImageNet-LT Backward Shifted (test)computer vision18Feb 26, 2026
5-way Few-Shot Image Classificationtiered-ImageNet 608 classes (test)computer vision18Feb 26, 2026
Image ClassificationImageNet (val)computer vision18Feb 26, 2026
ClassificationminiImagenet (test)computer visionnlp+318May 25, 2026