Salient Imagenet

Class: 305 (Dung Beetle), Feature: 880

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

Below, we display the five Dung Beetle 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	3	Focus is on the area around the beetle and not the beetle itself
Background	4	Focus is on land in the background of dung beetle
Background	5	Focus is on dirt in background of beetle
Separate Object	4	The focus is on the ground in one picture which is not the main object, an insect.
Separate Object	5	Focus is on ground which is not part of dung beetle

spurious

Related Class-Feature Pairs

Important Features for Dung Beetle

There are 3 features annotated as core and 2 features annotated as spurious for Dung Beetle. Core features include 1247, 1326, 1941. Spurious features include 880, 1581.

Classes where Feature 880 is among Most Important (i.e. top-5)

Feature 880 is core for the following classes: Worm Snake, Ring-Necked Snake, Eastern Hog-Nosed Snake, Night Snake, Saharan Horned Viper, Eastern Diamondback Rattlesnake, Sidewinder Rattlesnake.
Feature 880 is spurious for the following classes: Box Turtle, Desert Grassland Whiptail Lizard, Dung Beetle.