Salient Imagenet

Class: 151 (Chihuahua), Feature: 1708

This feature is core for class Chihuahua. It is the second most important feature for class Chihuahua.

Below, we display the five Chihuahua images that most highly activate the feature, along with the Neural Activation Map (heatmap) and Feature Attack for each image. These are the same as the images shown to crowdworkers to annotate this class-feature pair.

We additionally provide the full responses of the five crowdworkers that annotated this pair, as well as links to other related pairs (i.e. same class or same feature).

MTurk Worker Annotations

core

spurious

core

spurious

Main Focus	Confidence	Explanation
Main Object	5	Focus is on the face of the dog
Main Object	2	Focus on the dog
Main Object	4	Focus is on the eyes and limbs of the chihuahua.
Main Object	4	Based on images 1-5.
Main Object	4	Onviously focusing on the dogs eyes.

core

Related Class-Feature Pairs

Important Features for Chihuahua

There are 5 features annotated as core and 0 features annotated as spurious for Chihuahua. Core features include 663, 793, 964, 1065, 1708.

Classes where Feature 1708 is among Most Important (i.e. top-5)

Feature 1708 is core for the following classes: Chihuahua, Toy Terrier, Whippet, Staffordshire Bull Terrier, American Staffordshire Terrier, Boxer, Bullmastiff, French Bulldog, Great Dane.