4 datasets found

Tags: Image Classification

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  • OTTER: Improving Zero-Shot Classification via Optimal Transport

    Zero-shot models suffer due to artifacts inherited from pretraining. A particularly detrimental artifact, caused by unbalanced web-scale pretraining data, is mismatched label...

  • SUN Attribute

    The dataset used in the paper is SUN Attribute, which consists of 717 classes of images with annotations.

  • AWA2

    AWA2 is an animal dataset containing 37,322 images from 50 classes, with 85 attributes provided by experts to describe the semantic feature of each class.

  • Imagenette Dataset

    The Imagenette dataset is a zero-shot image classification dataset, containing 13,394 images from ten easily separable classes in ImageNet.