Salient Imagenet

Class: 239 (Bernese Mountain Dog), Feature: 1287

This feature is core for class Bernese Mountain Dog. It is the most important feature for class Bernese Mountain Dog.

Below, we display the five Bernese Mountain Dog 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	The focus is on the front part of the bernese mountain dog.
Main Object	4	Focus is on faces or chests of dogs
Main Object	5	All the images are mainly focused on main object's body parts.
Main Object	5	Focus is on the face or pattern of the fur, both of which are part of these bernese mountain dogs
Main Object	5	Focus is on the body of the bernese mountain dog

core

Related Class-Feature Pairs

Important Features for Bernese Mountain Dog

There are 5 features annotated as core and 0 features annotated as spurious for Bernese Mountain Dog. Core features include 220, 1287, 1313, 1385, 2003.

Classes where Feature 1287 is among Most Important (i.e. top-5)

Feature 1287 is core for the following classes: Boston Terrier, English Springer Spaniel, Border Collie, Greater Swiss Mountain Dog, Bernese Mountain Dog, Appenzeller Sennenhund, Entlebucher Sennenhund.
Feature 1287 is spurious for the following classes: Candle, Lighter.