Salient Imagenet

Class: 470 (Candle), Feature: 1287

This feature is spurious for class Candle. It is the most important feature for class Candle.

Below, we display the five Candle 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
Main Object	5	Focus is on the flame of the candle.
Separate Object	4	Focus is on some other object
Main Object	5	Focus is on wick which is a part of candle
Separate Object	4	Focus is on flame of candle which is not a part of candle or its background
Background	5	Focus is onlight of candle

spurious

Related Class-Feature Pairs

Important Features for Candle

There are 4 features annotated as core and 1 features annotated as spurious for Candle. Core features include 380, 858, 1743, 1986. Spurious features include 1287.

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.