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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
Conditional Image GenerationImageNet 256x256 2012 400K iterationsimage generation editing9Feb 26, 2026
Image ClassificationImageNet-1K 1.0 (val)computer vision9Feb 26, 2026
Image ClassificationImageNet 1K Small (test)computer vision9Feb 26, 2026
Random Data ForgettingTiny-ImageNet (test)miscellaneous9Feb 26, 2026
Image ClassificationImageNetcomputer vision9Feb 26, 2026
Few-Shot Class-Incremental LearningminiImageNetcomputer visiontabular time series9Feb 26, 2026
Image ClassificationImageNet Multilingualcomputer vision9Feb 26, 2026
Targeted Adversarial AttackImageNetadversarial safety securitycomputer vision9Feb 26, 2026
Text-to-Image GenerationImageNetimage generation editing9Feb 26, 2026
Training Data Provenance VerificationImageNet-100computer vision9Feb 26, 2026
Image Classification4 ImageNet Variants (ImgNet-V2, ImgNet-S, ImgNet-A, ImgNet-R)computer vision9Feb 26, 2026
Image ClassificationImageNet (test)computer vision9Feb 26, 2026
Semi-supervised Image ClassificationImageNet ILSVRC 2012 (1% labels)computer vision9Feb 26, 2026
Domain AdaptationImageNet Domain Adaptation (Source: ImageNet-1K, Targets: Sketch, V2, A, R) 1.0 (test)computer visionnlp+19Feb 26, 2026
Backdoor DetectionImageNet-1K 200 (test)adversarial safety security9Feb 26, 2026
Image ClassificationImageNet (val)computer vision9Feb 26, 2026
Image ClassificationImageNetcomputer vision9Feb 26, 2026
Image ClassificationTiny-Imagenetcomputer vision9Feb 26, 2026
Image ClassificationImageNet (val)computer vision9Feb 26, 2026
Long-tail RecognitionImageNet-LT Overall Ours Setting (test)computer vision9Feb 26, 2026
Long-tail RecognitionImageNet-LT Backward Ours Setting (test)computer vision9Feb 26, 2026
Long-tail RecognitionImageNet-LT Uniform split Ours Setting (test)computer vision9Feb 26, 2026
Long-tail RecognitionImageNet-LT Forward-LT Ours Setting (test)computer vision9Feb 26, 2026
Medical Image ClassificationRadimagenetbio medicalcomputer vision9Feb 26, 2026
Image ClassificationImageNetcomputer vision9Feb 26, 2026