Salient Imagenet

Class: 103 (Platypus), Feature: 341

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

Below, we display the five Platypus 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 the water in the background of the platypus.
Background	4	Focus is on water surrounding animal
Background	5	All the images are mainly focused on background water.
Background	5	Focus is on background of platypus
Background	4	Focus is on the background of the main object

spurious

Related Class-Feature Pairs

Important Features for Platypus

There are 3 features annotated as core and 2 features annotated as spurious for Platypus. Core features include 227, 423, 564. Spurious features include 341, 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.