aPY

Attribute Pascal and Yahoo

ImagesUnknownIntroduced 2009-01-01

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 Image Source: https://www.cs.cmu.edu/~afarhadi/papers/Attributes.pdf

Benchmarks

Concept-based Classification/Task Accuracy (%)Concept-based Classification/Concept Accuracy (%)Image Classification/Task Accuracy (%)Image Classification/Concept Accuracy (%)Zero-Shot Learning/H

Related Benchmarks

aPY - 0-Shot/Few-Shot Image Classification/Accuracy aPY - 0-Shot/Image Classification/Accuracy aPY - 0-Shot/Zero-Shot Learning/Harmonic mean aPY - 0-Shot/Zero-Shot Learning/Top-1