Salient Imagenet

Class: 310 (Ant), Feature: 1797

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

Below, we display the five Ant 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	4	The red region mainly focuses on nearby objects and the background, rather than the predicted object.
Background	4	Focus is on the surroundings of the ant.
Background	4	The red region in the highlighted visual attributes focuses on the background of an ant.
Background	5	Focus is on the background of the main object.
Separate Object	3	Focus on the flower

spurious

Related Class-Feature Pairs

Important Features for Ant

There are 4 features annotated as core and 1 features annotated as spurious for Ant. Core features include 1390, 1645, 1941, 1954. Spurious features include 1797.

Classes where Feature 1797 is among Most Important (i.e. top-5)

Feature 1797 is core for the following classes: Longhorn Beetle, Gossamer-Winged Butterfly.
Feature 1797 is spurious for the following classes: Fly, Bee, Ant, Grasshopper, Cricket Insect, Dragonfly, Damselfly, Red Admiral Butterfly, Ringlet Butterfly, Small White Butterfly, Sulphur Butterfly.