Salient Imagenet

Class: 337 (Beaver), Feature: 341

This feature is spurious for class Beaver. It is the third 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
Separate Object	5	The focus is on the alligator that killed the beaver in the waters.
Background	4	Focus is on water in the background beaver
Background	5	Focus is on the water in the background of the animal.
Separate Object	4	Focus is on the water of the sea around the beaver.
Background	5	Focus is on water in the background of 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 341 is among Most Important (i.e. top-5)

Feature 341 is spurious for the following classes: American Alligator, Water Snake, Duck, Red-Breasted Merganser, Platypus, American Coot, Beaver.