Classification Evaluation Suite

Benchmarks

Task NameDataset NameSOTA ResultTrendResults

Zero-Shot Classification Evaluation Suite (IN-1k, CIFAR-100, Caltech, Pets, DTD, IN-C, IN-A, IN-R, IN-v2, ObjectNet, EuroSat, Flowers, RESISC, Sun397) standard (test val)

76ImageNet-1k Accuracy

3

Image Classification

Few-Shot Classification Evaluation Suite (IN-1k, CIFAR-100, Caltech, Pets, DTD, UC Merced, Cars, Col-Hist, Birds) standard (test val)

79Accuracy (IN-1k)

3