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Downstream Classification Datasets

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image Classification11 Downstream Classification Datasets (ImageNet, Flowers102, DTD, OxfordPets, StanfordCars, UCF101, Caltech101, Food101, SUN397, FGVC-Aircraft, EuroSAT) standard (test)
DTD Accuracy75
115
Image Classification11 Downstream Classification Datasets (Collection)
Average Accuracy78.8
51
Image Classification11 Downstream Classification Datasets standard (test)
ImageNet-1K Acc73
16
Image Classification10 Downstream Classification Datasets (PETS, CIFAR-10, CIFAR-100, DTD, CARS, Food101, Flowers, Aircraft, SUN, Caltech)
Average Accuracy86.2
15
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