Salient Imagenet

Class: 882 (Vacuum Cleaner), Feature: 1291

This feature is spurious for class Vacuum Cleaner. It is the most important feature for class Vacuum Cleaner.

Below, we display the five Vacuum Cleaner 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
Background	5	Most of the images are mainly focused on background only.
Background	3	Focus is on the ground
Background	4	Focus is on the wood floor behind the vacuum
Background	4	Focus is on floor in the background of vacuum
Background	4	Focus is on ground in the background of vacuum

spurious

Related Class-Feature Pairs

Important Features for Vacuum Cleaner

There are 4 features annotated as core and 1 features annotated as spurious for Vacuum Cleaner. Core features include 486, 637, 752, 1510. Spurious features include 1291.

Classes where Feature 1291 is among Most Important (i.e. top-5)

Feature 1291 is spurious for the following classes: Dishwasher, Vacuum Cleaner.