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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
Few-shot classificationCars cross-domain from tiered-ImageNetcomputer visionnlp+116Feb 26, 2026
Few-shot classificationCUB cross-domain from tiered-ImageNetcomputer visionnlp+116Feb 26, 2026
Few-shot classificationCars cross-domain from mini-ImageNetcomputer visionnlp+116Feb 26, 2026
5-way 5-shot ClassificationTieredImageNetcomputer visionnlp+116Feb 26, 2026
5-way 5-shot ClassificationMiniImageNetcomputer visionnlp+116Feb 26, 2026
Image ClassificationImageNet-Sketch 1.0 (test)computer vision16Jul 7, 2026
InpaintingImageNet (val)image generation editing16May 27, 2026
Lossless Image CompressionImageNet64computer vision16Feb 26, 2026
Image ClassificationminiImagenetcomputer vision16Feb 26, 2026
Open-world Semi-Supervised LearningImageNet 100computer visiontabular time series16Feb 26, 2026
Image ClassificationImageNet-Rendition (IN-R) (val)computer vision16Feb 26, 2026
Few-shot image classificationTieredImageNet ILSVRC-2012 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet-9 Mixed-Next v1 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet-9 Mixed-Rand v1 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet-9 Mixed-Same v1 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet-9 Original v1 (test)computer vision16Feb 26, 2026
Image ClassificationImageNet 1% labels 1k (val)computer vision16Feb 26, 2026
Image GenerationImageNet 25% dataimage generation editing16Feb 26, 2026
Semi-supervised Image ClassificationImageNet 1k (val)computer vision16Feb 27, 2026
Semi-supervised 5-way classificationminiImageNet (test)computer vision16Feb 26, 2026
Density EstimationImageNet 64tabular time series16Feb 26, 2026
Semi-supervised classificationtieredImageNet (test)computer vision16Feb 26, 2026
Image ClassificationImageNet 10% labels subset ILSVRC-2012 (val)computer vision16Feb 26, 2026
Domain ConversionImageNet to ImageNet-R (val)computer vision16Feb 26, 2026
Image ClassificationTiny ImageNetcomputer vision15Jul 1, 2026