Salient Imagenet

Class: 337 (Beaver), Feature: 1857

This feature is spurious for class Beaver. It is the most important feature for class Beaver.

Below, we display the five Beaver 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 water
Background	5	Focus is on surrounding water that is not part of beaver
Background	4	Focus is on water in the background of beaver
Background	4	The main object is other mammals but the focus is on background.
Background	5	Focus is on the water in the background of the beaver

spurious

Related Class-Feature Pairs

Important Features for Beaver

There are 2 features annotated as core and 3 features annotated as spurious for Beaver. Core features include 85, 252. Spurious features include 341, 925, 1857.

Classes where Feature 1857 is among Most Important (i.e. top-5)

Feature 1857 is spurious for the following classes: Platypus, Beaver.