Salient Imagenet

Class: 537 (Dog Sled), Feature: 417

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

Below, we display the five Dog Sled 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
Main Object	4	Focus is on dogs which is a part of dogsled
Main Object	5	Focus is on dogsled.
Background	4	Focus is on the snow on which the dogsled are moving.
Background	5	Most of the images are mainly focused on background only.
Separate Object	5	Focus is on dogs which is not part of dogsled

spurious

Related Class-Feature Pairs

Important Features for Dog Sled

There are 0 features annotated as core and 5 features annotated as spurious for Dog Sled. Spurious features include 0, 127, 161, 417, 1959.

Classes where Feature 417 is among Most Important (i.e. top-5)

Feature 417 is core for the following classes: Snowplow, Mountain.
Feature 417 is spurious for the following classes: Dog Sled, Shovel, Ski, Snowmobile.