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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 RecognitionImageNet-1K 2009 (val)computer vision14Feb 26, 2026
Image ClassificationImageNet Extreme low-shot 5 images per class 1Kcomputer vision14Feb 27, 2026
Out-of-Distribution DetectionTiny ImageNet (TIN)computer visiontabular time series14Apr 7, 2026
Lossless CompressionImageNet Full (test)miscellaneous14Feb 26, 2026
Image ClassificationImageNetcomputer vision14Feb 26, 2026
Image ClassificationImageNet LT 1.1 (val)computer vision14Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision14Feb 26, 2026
ClassificationImageNet 16H noise level 110computer visionnlp+314Feb 26, 2026
ClassificationImageNet-16H noise level 80computer visionnlp+314Feb 26, 2026
Category-level retrievalImageNet-1k (val)computer visionretrieval search rag14Feb 26, 2026
Semi-Supervised Few-Shot ClassificationminiImagenet (test)computer visionnlp14Feb 26, 2026
Class Incremental LearningImageNet-1000 1.0 (test)computer visiontabular time series14Feb 26, 2026
Image ClassificationImageNet 2012 (test)computer vision14Feb 26, 2026
Image CompressionImageNet 32computer vision14Feb 26, 2026
Image ClassificationImageNet 100computer vision13Jul 8, 2026
Image ClassificationImageNet ViT (retention)computer vision13Jul 2, 2026
Image ReconstructionImageNet 512x512 (test val)computer vision13Jun 30, 2026
Image ReconstructionImageNet 256x256 (test val)computer vision13Jun 30, 2026
ClassificationImageNet-Sketch Batch Size 1 1.0 (test)computer visionnlp+313Jun 29, 2026
ClassificationImageNet-Sketch Label Shifts 1.0 (test)computer visionnlp+313Jun 29, 2026
ClassificationImageNet-Sketch Mild 1.0 (test)computer visionnlp+313Jun 29, 2026
Dataset DistillationImageNet-1kmiscellaneous13Jul 2, 2026
Image ClassificationImageNet (IMN) (test)computer vision13Jun 23, 2026
Part SegmentationPartImageNet (PartIN)computer vision13Jun 15, 2026
Part SegmentationImageNet (IN)computer vision13Jun 15, 2026