Salient Imagenet

Class: 210 (German Shorthaired Pointer), Feature: 1856

This feature is spurious for class German Shorthaired Pointer. It is the third most important feature for class German Shorthaired Pointer.

Below, we display the five German Shorthaired Pointer 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
Background	5	Focus is on greenery in the background of german short-haired pointer
Background	4	Focus is on fence which is in the background of german short haired pointer
Background	5	Focus is on fence which is behind german short-haired pointer
Background	3	Focus is on the background of german short-haired pointer
Background	5	Focus is on the wires behind the german short-haired pointer..

spurious

Related Class-Feature Pairs

Important Features for German Shorthaired Pointer

There are 4 features annotated as core and 1 features annotated as spurious for German Shorthaired Pointer. Core features include 578, 747, 1272, 1634. Spurious features include 1856.

Classes where Feature 1856 is among Most Important (i.e. top-5)

Feature 1856 is core for the following classes: Scottish Deerhound.
Feature 1856 is spurious for the following classes: Afghan Hound, Borzoi, Saluki, German Shorthaired Pointer, Croquet Ball, Soccer Ball.