Salient Imagenet

Class: 137 (American Coot), Feature: 925

This feature is spurious for class American Coot. It is the fifth most important feature for class American Coot.

Below, we display the five American Coot 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	3	The red region in the highlighted visual attributes focuses on the background of an american coot.
Background	4	The red region mainly focuses on the background and slightly overlaps with the predicted object.
Main Object	4	Focus is on the body of the american coot.
Main Object	3	Red focus is on the body of the bird.
Background	4	The main object is american coot but water in background got focus.

spurious

Related Class-Feature Pairs

Important Features for American Coot

There are 3 features annotated as core and 2 features annotated as spurious for American Coot. Core features include 44, 422, 1113. Spurious features include 341, 925.

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.