Salient Imagenet

Class: 970 (Mountain), Feature: 101

This feature is spurious for class Mountain. It is the most important feature for class Mountain.

Below, we display the five Mountain 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 sky in the background fo the alp.
Background	3	Sky is in background of an alp
Background	3	Focus is on sky which is in the background of alp
Main Object	5	Focus is on mountain peaks which is a part of alps
Main Object	5	Focus is on top of alp.

spurious

Related Class-Feature Pairs

Important Features for Mountain

There are 4 features annotated as core and 1 features annotated as spurious for Mountain. Core features include 389, 417, 1239, 1545. Spurious features include 101.

Classes where Feature 101 is among Most Important (i.e. top-5)

Feature 101 is core for the following classes: Mountain Bike.
Feature 101 is spurious for the following classes: Ski, Mountain.