Salient Imagenet

Class: 337 (Beaver), Feature: 925

This feature is spurious for class Beaver. It is the fifth 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 more on the water around the beaver, and not the beaver itself. i would consider the water to be background.
Background	4	Focus is on water in the background of beaver
Background	5	Focus is on water in the background of beaver
Background	5	Focus is on water which is a background of beaver
Background	5	Focus on whater 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 925 is among Most Important (i.e. top-5)

Feature 925 is core for the following classes: Spoonbill, Flamingo, Common Gallinule, Common Redshank, Oystercatcher.
Feature 925 is spurious for the following classes: Duck, Red-Breasted Merganser, Goose, Black Swan, Little Blue Heron, Great Egret, Limpkin, American Coot, Dunlin, Dowitcher, Beaver, Hippopotamus, Otter.