Salient Imagenet

Class: 242 (Boxer), Feature: 1634

This feature is spurious for class Boxer. It is the 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 the images are mainly focused on main object's body parts.
Separate Object	3	The focus is on the collar which is not part of the boxer
Separate Object	5	Belt is not part of boxer
Main Object	4	The first image is focused on the both sides of the eyes. in the second, third, fourth and the fifth image the focus is on the neck.
Separate Object	2	Focus is on collar which is on dog but not always on a dog

spurious

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 1634 is among Most Important (i.e. top-5)

Feature 1634 is core for the following classes: Rhodesian Ridgeback, American Staffordshire Terrier, German Shorthaired Pointer, Vizsla, Bullmastiff, Mexican Hairless Dog (Xoloitzcuintli).
Feature 1634 is spurious for the following classes: Giant Schnauzer, Chesapeake Bay Retriever, Dobermann, Boxer, Great Dane, Horse-Drawn Vehicle, Muzzle.