Salient Imagenet

Class: 193 (Australian Terrier), Feature: 66

This feature is spurious for class Australian Terrier. It is the fourth most important feature for class Australian Terrier.

Below, we display the five Australian Terrier 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
Separate Object	4	Focus is on the floor beside the australian terrier.
Background	3	The focus seems to be on the floor in the background instead of the dog.
Main Object	5	Focus is on the nose of the australian terrier.
Background	3	Focus is on the floor
Background	4	Focus is on floor in the background of australian terrier

spurious

Related Class-Feature Pairs

Important Features for Australian Terrier

There are 4 features annotated as core and 1 features annotated as spurious for Australian Terrier. Core features include 483, 684, 1059, 2033. Spurious features include 66.

Classes where Feature 66 is among Most Important (i.e. top-5)

Feature 66 is core for the following classes: Redbone Coonhound, Irish Terrier, Norfolk Terrier, Cairn Terrier, Australian Silky Terrier, Labrador Retriever.
Feature 66 is spurious for the following classes: Australian Terrier, West Highland White Terrier, Chesapeake Bay Retriever.