3 datasets found

Groups: Image Classification Formats: JSON

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  • CIFAR-10-C and CIFAR-100-C

    CIFAR-10-C and CIFAR-100-C are robustness benchmarks consisting of 19 corruptions types with five levels of severities.

  • CMNIST

    Dataset bias is a significant problem in training fair classifiers. When attributes unrelated to classification exhibit strong biases towards certain classes, classifiers...

  • ImageNet-C

    The dataset used in the paper is the ImageNet-C dataset, which is a dataset of images corrupted with various types of noise and occlusions.