Salient Imagenet

Class: 12 (House Finch), Feature: 1667

This feature is core for class House Finch. It is the 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
Main Object	3	The body of the bird is focused on.
Main Object	5	Model focuses on the head and neck region which is also colored in a bright red color compared to the rest of the bird's body
Main Object	2	Focus is on the bird
Main Object	5	Images are fully focused on main object's body parts.
Main Object	5	The main focus is on the house finch's head which is part of the main object

core

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 1667 is among Most Important (i.e. top-5)

Feature 1667 is core for the following classes: Rooster, Hen, House Finch, American Robin, Macaw, Rose Hip.