Salient Imagenet

Class: 827 (Stove), Feature: 988

This feature is spurious for class Stove. It is the fifth most important feature for class Stove.

Below, we display the five Stove 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 some other object
Separate Object	4	Focus on the fire of stove
Main Object	3	The focus is on window which is a part of stove
Separate Object	3	The focus is on the inside of the furnace but primarily where the fire is burning.
Main Object	5	Focus is on the stove

spurious

Related Class-Feature Pairs

Important Features for Stove

There are 4 features annotated as core and 1 features annotated as spurious for Stove. Core features include 934, 1217, 1369, 1976. Spurious features include 988.

Classes where Feature 988 is among Most Important (i.e. top-5)

Feature 988 is core for the following classes: Staffordshire Bull Terrier, French Bulldog, Pug, Brussels Griffon.
Feature 988 is spurious for the following classes: Stove.