aPY (Attribute Pascal and Yahoo)

Introduced by Ali Farhadi et al. in Describing objects by their attributes

aPY is a coarse-grained dataset composed of 15339 images from 3 broad categories (animals, objects and vehicles), further divided into a total of 32 subcategories (aeroplane, …, zebra).

Source: From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process

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Benchmarks

Add a new result Link an existing benchmark

Task	Dataset Variant	Best Model
Few-Shot Image Classification	aPY - 0-Shot	TAFE-Net
Zero-Shot Learning	aPY - 0-Shot	ZSL-KG
Generalized Zero-Shot Learning	aPY - 0-Shot	ZSL-KG
Generalized Zero-Shot Learning	aPY	WGAN+ZLAP
Concept-based Classification	aPY	CGEM