SOTA2 Research · benchmarks

Benchmarks for “imagenet”

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

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4,762 indexed

Task	Dataset	Domain	Results	Last Update
Generalized Few-Shot Learning	ImageNet 2012 (Novel classes)	computer vision	70	Feb 26, 2026
Federated Few-shot Image Classification	CIFAR10, CIFAR100, EuroSAT, Tiny-ImageNet, OxfordPet, Flower102, Caltech101, Caltech256, Food101 Local classes	computer visiontabular time series	69	May 28, 2026
Out-of-Distribution Detection	ImageNet-1k (ID) with 4 OOD datasets (iNaturalist, SUN, Places, Textures)	computer visiontabular time series	69	May 27, 2026
Few-shot classification	MiniImageNet 5-way 10-shot (test)	computer visionnlp+1