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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
Online Continual LearningImageNet Blurry10-Online (test)tabular time series7Feb 26, 2026
Out-of-Distribution DetectionImageNet dogs vs. non-dogscomputer visiontabular time series7Feb 26, 2026
Image ClassificationTiny ImageNet 2,000 labels (test)computer vision7Feb 26, 2026
Image GenerationImageNet-1000 64x64image generation editing7Feb 26, 2026
20-way ClassificationImageNet minicomputer vision7Feb 26, 2026
Lossless Image CompressionImageNet 32x32computer vision7Feb 26, 2026
Class Incremental LearningImageNet-100 1.0 (test)computer visiontabular time series7Feb 26, 2026
Data augmentation policy searchImageNetcomputer visiontabular time series7Feb 26, 2026
Multi-Object TrackingImageNet VID (val)computer vision7Feb 26, 2026
Image ClassificationImageNet 2010 (test)computer vision7Feb 26, 2026
Image ClassificationImageNet All unseencomputer vision7Feb 26, 2026
Image CompressionImageNet64 (test)computer vision7Feb 26, 2026
SegmentationImageNet (val)computer vision7Feb 26, 2026
Feature Importance AssessmentImageNet-A (test)computer vision7Feb 26, 2026
Image ClassificationImageNet-1Kcomputer vision6Jul 8, 2026
Adversarial PurificationImageNetadversarial safety securitycomputer vision6Jul 7, 2026
Out-of-Distribution Image ClassificationTiny-ImageNet-C (test)computer vision6Jul 7, 2026
Image ClassificationImageNet-C 1k (test)computer vision6Jul 7, 2026
Image ClassificationImageNet-Drawing 1k (test)computer vision6Jul 7, 2026
Image ClassificationImageNet Cartoon 1k (test)computer vision6Jul 7, 2026
Image ClassificationImageNet Matched Frequency V2 1kcomputer vision6Jul 7, 2026
Image ClassificationImageNet-Ccomputer vision6Jul 7, 2026
Image ClassificationImageNet-Drawingcomputer vision6Jul 7, 2026
Image ClassificationImageNet Cartooncomputer vision6Jul 7, 2026
Dataset DistillationTiny ImageNetmiscellaneous6Jul 2, 2026