Salient Imagenet

Class: 97 (Duck), Feature: 341

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

Below, we display the five Duck 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	2	Focus on the back
Background	4	Water in the background of drake
Background	5	The water around the duck is highlighted.
Background	5	The focus of the red region in the highlighted visual attributes is on the water in the background of drake.
Background	5	Focus is on the water

spurious

Related Class-Feature Pairs

Important Features for Duck

There are 3 features annotated as core and 2 features annotated as spurious for Duck. Core features include 736, 1113, 1339. Spurious features include 341, 925.

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.