Salient Imagenet

Class: 353 (Gazelle), Feature: 2042

This feature is spurious for class Gazelle. It is the third most important feature for class Gazelle.

Below, we display the five Gazelle 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
Separate Object	5	Focus is on grass which is not part of gazelle
Main Object	5	Focus is on main body part and legs of gazelle.
Main Object	4	Focus is on belly which is a part of gazelle
Background	4	Focus is on greenery of gazelle
Background	4	Focus is on the green grass in the background of the gazelle.

spurious

Related Class-Feature Pairs

Important Features for Gazelle

There are 4 features annotated as core and 1 features annotated as spurious for Gazelle. Core features include 775, 918, 1207, 1533. Spurious features include 2042.

Classes where Feature 2042 is among Most Important (i.e. top-5)

Feature 2042 is core for the following classes: Bighorn Sheep, Arabian Camel.
Feature 2042 is spurious for the following classes: Gazelle.