Salient Imagenet

Class: 795 (Ski), Feature: 1620

This feature is spurious for class Ski. It is the second most important feature for class Ski.

Below, we display the five Ski 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	4	Focus is on the snowcovered ground rather than on the ski.
Separate Object	5	Focus is on some other not ski
Separate Object	5	Some images focus on the bodies of skiiers
Separate Object	2	Focus is on the people
Separate Object	5	Focus is on person which is not part of ski

spurious

Class: 795 (Ski), Feature: 1620

MTurk Worker Annotations

Related Class-Feature Pairs

Important Features for Ski

Classes where Feature 1620 is among Most Important (i.e. top-5)