Salient Imagenet

Class: 197 (Giant Schnauzer), Feature: 1634

This feature is spurious for class Giant Schnauzer. It is the second most important feature for class Giant Schnauzer.

Below, we display the five Giant Schnauzer 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 main object is giant schnauzer whose some part got focus.
Separate Object	3	4/5 focus is on collar worn by dog, not the dog itself
Separate Object	4	Focus is on collar of giant schnauzer
Main Object	3	Red focus is on dog.
Separate Object	5	Focus is on chain which is not part of giant schnauzer

spurious

Related Class-Feature Pairs

Important Features for Giant Schnauzer

There are 4 features annotated as core and 1 features annotated as spurious for Giant Schnauzer. Core features include 34, 267, 271, 1059. 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.