Salient Imagenet

Class: 802 (Snowmobile), Feature: 417

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

Below, we display the five Snowmobile 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 snow in the background of the snowmobile.
Main Object	4	The main object snowmobile fully focus
Background	1	Focus is on the snow
Background	5	Most of the images are mainly focused on background only.
Background	4	Focus is on snow in the background of snowmobile

spurious

Related Class-Feature Pairs

Important Features for Snowmobile

There are 1 features annotated as core and 4 features annotated as spurious for Snowmobile. Core features include 1464. Spurious features include 0, 417, 1620, 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.