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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
Out-of-distribution DetectionImageNet OOD Average 1k (test)computer visiontabular time series144Apr 23, 2026
Image GenerationImageNet-1K 256x256 (val)image generation editing144May 22, 2026
Out-of-Distribution DetectionImageNet-1k ID iNaturalist OODcomputer visiontabular time series143Jun 17, 2026
ClassificationImageNet 1k (test val)computer visionnlp+3142Jun 4, 2026
5-way Few-shot ClassificationMini-ImageNet (test)computer visionnlp+15-way Few-shot Classification on Mini-ImageNet (test) performance trend141Feb 27, 2026
Neural Architecture SearchNAS-Bench-201 ImageNet-16-120 (test)miscellaneous140May 19, 2026
Image ClassificationImageNet-C (test)computer vision139Jul 7, 2026
Few-shot classificationminiImageNet standard (test)computer visionnlp+1138Feb 26, 2026
Image ClassificationTinyImageNetcomputer vision135May 13, 2026
Image ClassificationTiny-ImageNetcomputer vision134Jun 11, 2026
OOD DetectionImageNet 1k (test)computer visiontabular time series134Jun 30, 2026
Image ClassificationImageNet-Ccomputer vision134Apr 21, 2026
Image ClassificationImageNet 1kcomputer vision133May 6, 2026
Class-conditional Image GenerationImageNet 512x512image generation editing133Jul 2, 2026
Class-conditional generationImageNet 256 x 256 1k (val)image generation editing130Jul 3, 2026
Image GenerationImageNet 64x64image generation editingImage Generation on ImageNet 64x64 performance trend130Jun 12, 2026
Image ClassificationTinyImageNet (test)computer vision128May 28, 2026
Conditional Image GenerationImageNet 256x256 Guided-Diffusion (10k samples)image generation editing128Mar 17, 2026
Image ClassificationImageNet (val)computer vision128Feb 26, 2026
Image GenerationImageNet-64image generation editing127Jul 3, 2026
Zero-shot Image ClassificationImageNet-1Kcomputer visionZero-shot Image Classification on ImageNet-1K performance trend125Jul 2, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (Top-1 Accuracy) performance trend125Mar 9, 2026
Image GenerationImageNet 256x256 (test)image generation editingImage Generation on ImageNet 256x256 (test) performance trend125Jun 26, 2026
Image ReconstructionImageNet1K (val)computer vision124Jun 4, 2026
Image ClassificationImageNet 16-120 NAS-Bench-201 (val)computer visionImage Classification on ImageNet 16-120 NAS-Bench-201 (val) performance trend123May 22, 2026