Downstream Classification Datasets
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
11 Downstream Classification Datasets (ImageNet, Flowers102, DTD, OxfordPets, StanfordCars, UCF101, Caltech101, Food101, SUN397, FGVC-Aircraft, EuroSAT) standard (test)
75DTD Accuracy
115
11 Downstream Classification Datasets (Collection)
78.8Average Accuracy
51
11 Downstream Classification Datasets standard (test)
73ImageNet-1K Acc
16
10 Downstream Classification Datasets (PETS, CIFAR-10, CIFAR-100, DTD, CARS, Food101, Flowers, Aircraft, SUN, Caltech)
86.2Average Accuracy
15