Salient Imagenet

Class: 303 (Longhorn Beetle), Feature: 871

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

Below, we display the five Longhorn 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
Main Object	4	Focus is on legs which is the part of long-horned beetle
Background	3	Focus is on background of the longicorn.
Separate Object	4	The focus is on the side of the long-horned beetle, i.e. the ground part on both side of the long-horned beetle.
Main Object	4	The focus is on the legs which is part of the beetle
Separate Object	4	Highlighted visual attributes is not on long-horned beetle but beside it.

spurious

Related Class-Feature Pairs

Important Features for Longhorn Beetle

There are 4 features annotated as core and 1 features annotated as spurious for Longhorn Beetle. Core features include 1390, 1797, 1941, 1954. Spurious features include 871.

Classes where Feature 871 is among Most Important (i.e. top-5)

Feature 871 is spurious for the following classes: Longhorn Beetle, Hockey Puck.