Salient Imagenet

Class: 672 (Tent), Feature: 1959

This feature is spurious for class Tent. It is the third most important feature for class Tent.

Below, we display the five Tent 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	3	The focus is on the mountains and trees on the background.
Main Object	5	The focus of the red region in the highlighted visual attributes is on mountain tent.
Background	4	Focus is on the mountain covered with ice in the background of the mountain tent.
Main Object	4	Focus is on some part of the main object mountain tent
Background	5	Focus is on the mountain behind the tent.

spurious

Related Class-Feature Pairs

Important Features for Tent

There are 2 features annotated as core and 3 features annotated as spurious for Tent. Core features include 477, 649. Spurious features include 150, 1239, 1959.

Classes where Feature 1959 is among Most Important (i.e. top-5)

Feature 1959 is core for the following classes: Lakeshore.
Feature 1959 is spurious for the following classes: Dog Sled, Tent, Ski, Snowmobile.