incerto.data.get_ood_benchmark

incerto.data.get_ood_benchmark#

incerto.data.get_ood_benchmark(name, root='./data', **kwargs)[source]#

Factory function to get OOD benchmark by name.

Parameters:

  • name (str) – Benchmark name

  • root (str | Path) – Data root directory

  • **kwargs – Additional arguments

Return type:

OODBenchmark

Returns:

OODBenchmark instance

Available benchmarks:

  • “mnist_vs_fmnist”: MNIST vs Fashion-MNIST

  • “cifar10_vs_cifar100”: CIFAR-10 vs CIFAR-100

  • “cifar10_vs_svhn”: CIFAR-10 vs SVHN

  • “mnist_vs_notmnist”: MNIST vs NotMNIST

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