Salient Imagenet

Class: 626 (Lighter), Feature: 1287

This feature is spurious for class Lighter. It is the second most important feature for class Lighter.

Below, we display the five Lighter 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	5	The red region in the highlighted visual attributes focuses on the flame of a lighter.
Separate Object	4	Highlight is on the flame not on the lighter.
Background	2	The focus is highlighting on fire in always 5 pics
Main Object	5	The fluffy is in the center of the image in the center of the flame
Main Object	4	I chose "focus is on some part of the main object". i feel the picture is focused on some parts of the picture.

spurious

Related Class-Feature Pairs

Important Features for Lighter

There are 1 features annotated as core and 4 features annotated as spurious for Lighter. Core features include 380. Spurious features include 1009, 1287, 1642, 1986.

Classes where Feature 1287 is among Most Important (i.e. top-5)

Feature 1287 is core for the following classes: Boston Terrier, English Springer Spaniel, Border Collie, Greater Swiss Mountain Dog, Bernese Mountain Dog, Appenzeller Sennenhund, Entlebucher Sennenhund.
Feature 1287 is spurious for the following classes: Candle, Lighter.