Salient Imagenet

Class: 97 (Duck), Feature: 925

This feature is spurious for class Duck. It is the fifth 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
Separate Object	3	Red focus is on the water.
Separate Object	5	Focus is on water.
Background	4	Focus is on the water surrounding the drake.
Separate Object	5	The red part is focused on the water
Background	3	Focus is on the water not on the main object

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 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.