Salient Imagenet

Class: 554 (Fireboat), Feature: 2010

This feature is spurious for class Fireboat. It is the third most important feature for class Fireboat.

Below, we display the five Fireboat 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	4	Focus is on water in the background of fireboat
Separate Object	4	Focus is on some other object water are mainly focus.
Separate Object	3	The main object is fireboat but the focus is on other object.
Separate Object	5	Focus is not on the fireboat
Background	5	Focus is on fireboat background.

spurious

Related Class-Feature Pairs

Important Features for Fireboat

There are 2 features annotated as core and 3 features annotated as spurious for Fireboat. Core features include 961, 1536. Spurious features include 579, 1855, 2010.

Classes where Feature 2010 is among Most Important (i.e. top-5)

Feature 2010 is core for the following classes: Fountain, Hourglass.
Feature 2010 is spurious for the following classes: Fireboat.