Salient Imagenet

Class: 246 (Great Dane), Feature: 1634

This feature is spurious for class Great Dane. It is the second most important feature for class Great Dane.

Below, we display the five Great Dane 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	Focus is on the neck of the great dane.
Separate Object	4	Focus is on collar which is not a part of dog
Separate Object	4	Focus is on collar that are not a part of great dane r its background
Separate Object	5	Focus is on belt which is not part of great dane
Main Object	5	Focus is on neck which is a part of great dane

spurious

Related Class-Feature Pairs

Important Features for Great Dane

There are 4 features annotated as core and 1 features annotated as spurious for Great Dane. Core features include 3, 103, 747, 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.