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Benchmarks for “imagenet”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

4,762 benchmarksPage 90 of 191

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TaskDatasetDomainTrendResultsLast update
Image DenoisingImageNet mixed synthetic noise ILSVRC2012 (val)computer vision11Feb 26, 2026
Failure DetectionImageNet vs. Textures New settingbio medicalcomputer vision11Feb 26, 2026
Out-of-Distribution DetectionImageNet vs. Texturescomputer visiontabular time series11Feb 26, 2026
Failure DetectionImageNet Old settingbio medicalcomputer vision11Feb 26, 2026
Few-shot classificationImageNetcomputer visionnlp+111Feb 26, 2026
Federated OOD DetectionTinyImageNet (test)computer visionadversarial safety security11Feb 26, 2026
Federated OOD GeneralizationTinyImageNet-C (test)computer visiontabular time series11Feb 26, 2026
Image ClassificationImageNet-1k 1.0 (val)computer vision11Feb 26, 2026
Image ClassificationImageNetcomputer vision11Feb 26, 2026
Image ReconstructionImageNet 50k 2012 (val)computer vision11Feb 26, 2026
Continual LearningSplit Mini-ImageNetmiscellaneous11Feb 26, 2026
Gaussian DeblurringImageNet 1K (test)computer visionimage generation editing11Feb 26, 2026
Open-set Test-Time AdaptationTiny-ImageNet-C (test)computer vision11Feb 26, 2026
Image EditingImageNet real-editimage generation editing11Feb 26, 2026
Class-Incremental LearningImageNet-A CIL, T=10 (test)computer visiontabular time series11Feb 26, 2026
Image Quality AssessmentImageNet (test)computer vision11Feb 26, 2026
Out-of-Distribution DetectionImageNet 20 ID 10 (hard OoD)computer visiontabular time series11Feb 26, 2026
Out-of-Distribution DetectionImageNet 10 (ID) 20 (hard OoD)computer visiontabular time series11Feb 26, 2026
Selective ClassificationTiny-ImageNet (test)computer visiontabular time series11Feb 26, 2026
Image ClassificationImageNet (val)computer vision11Feb 26, 2026
Likelihood EstimationImageNet32 downsampled (test)computer vision11Feb 26, 2026
Class Incremental LearningTiny ImageNet 8 (test)computer visiontabular time series11Feb 26, 2026
Object DetectionImageNetBoxes (val)computer vision11Feb 27, 2026
Class Incremental LearningImageNet B500-5step (test)computer visiontabular time series11Feb 26, 2026
Class Incremental LearningImageNet B500-5stepcomputer visiontabular time series11Feb 26, 2026