Salient Imagenet

Class: 12 (House Finch), Feature: 371

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

Below, we display the five House Finch 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	Tree branch is not a part of bird
Separate Object	3	Red focus is on the tree.
Main Object	5	Focus is on the center of the main object.
Background	5	The focus of the red region in the highlighted visual attributes is on the trees in the background of bird.
Background	4	The red region in the highlighted visual attributes focuses on the background of a house finch.

spurious

Related Class-Feature Pairs

Important Features for House Finch

There are 4 features annotated as core and 1 features annotated as spurious for House Finch. Core features include 660, 957, 1667, 1780. Spurious features include 371.

Classes where Feature 371 is among Most Important (i.e. top-5)

Feature 371 is spurious for the following classes: Brambling, House Finch, Junco, Fox Squirrel.