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eICU and MIMIC-IV
The eICU and MIMIC-IV datasets are used for out-of-distribution detection in medical tabular data. -
Dermatologist-level Classification of Skin Cancer
The Dermatologist-level Classification of Skin Cancer dataset is a collection of dermoscopic images of skin lesions. -
International Skin Imaging Collaboration (ISIC) 2019
The International Skin Imaging Collaboration (ISIC) 2019 dataset is a multi-source dataset for dermoscopic lesion classification. It consists of 25,531 images corresponding to... -
MOOD 2022 Challenge
The dataset used for the Medical Out-of-Distribution (MOOD) challenge -
Fashion-MNIST, MNIST, SVHN, dSprites, and CIFAR-10
The dataset used in the paper is Fashion-MNIST, MNIST, SVHN, dSprites, and CIFAR-10. -
Gaussian Noise, Uniform Noise, Tin (C), Tin (R)
Gaussian Noise, Uniform Noise, Tin (C), Tin (R) -
CIFAR-10, CIFAR-100, Tiny ImageNet, SVHN, iSUN, LSUN
CIFAR-10, CIFAR-100, Tiny ImageNet, SVHN, iSUN, LSUN -
CIFAR10 and CIFAR100
The dataset used in the paper is not explicitly described, but it is mentioned that the authors conducted experiments on various vision tasks, including image classification,...