Salient Imagenet

Class: 99 (Goose), Feature: 925

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

Below, we display the five Goose 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	4	Focus is on the background of the main object
Background	3	Focus is on water in the background of goose
Background	5	Most of the images are mainly focused on background water.
Background	5	Focus is on the water in the background of the goose.
Background	5	The focus is on the water just under the goose and behind the goose. almost none of the goose is in the red focus area.

spurious

Related Class-Feature Pairs

Important Features for Goose

There are 4 features annotated as core and 1 features annotated as spurious for Goose. Core features include 569, 613, 1113, 1395. Spurious features include 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.