5 datasets found

Tags: Domain Generalization

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  • TerraIncognita

    The TerraIncognita dataset consists of 24,778 samples from four domains: painting, sketch, cartoon, and photo.

  • Towards Unsupervised Domain Generalization

    Unsupervised domain generalization (UDG) aims to learn generalizable models with unlabeled data and analyze the effects of pre-training on DG.

  • PACS dataset

    The dataset used in the paper is a large collection of small images, each representing a patch of a jigsaw puzzle. The patches are of the same size and orientation, and the goal...

  • Wilds: A Benchmark of In-the-Wild Distribution Shifts

    The dataset used in the paper is a collection of images for domain generalization tasks, including CIFAR-10-C, CIFAR-100-C, and Digit-DG.

  • DomainNet

    The dataset used in the paper is a cross-domain dataset, consisting of six domains: Real, Painting, Sketch, Clipart, Infograph, and Quickdraw. Each domain contains 345 object...