Salient Imagenet

Class: 242 (Boxer), Feature: 303

This feature is core for class Boxer. It is the third most important feature for class Boxer.

Below, we display the five Boxer 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	5	All five images have focus on some part of main object boxer .
Main Object	5	Highlighted visual attributes is on face of boxer dog
Main Object	4	Focus is on eyes of a boxer dog
Main Object	5	Focus is on the mouth, nose, eyes and head of the boxer dog.
Main Object	4	Focus is on the eyes of the boxer.

core

Related Class-Feature Pairs

Important Features for Boxer

There are 4 features annotated as core and 1 features annotated as spurious for Boxer. Core features include 3, 303, 404, 1708. Spurious features include 1634.

Classes where Feature 303 is among Most Important (i.e. top-5)

Feature 303 is core for the following classes: Pekingese, Norwegian Elkhound, Border Terrier, Malinois, German Shepherd Dog, Boxer, Bullmastiff, St. Bernard, Pug, Leonberger, Brussels Griffon.