Salient Imagenet

Class: 806 (Sock), Feature: 1142

This feature is core for class Sock. It is the most important feature for class Sock.

Below, we display the five Sock 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	3	Focus is on threads which is a part of sock
Main Object	5	Focus is on the part of sock
Main Object	4	Focus is on the broad part of the sock.
Main Object	4	Focus is on design of sock
Main Object	5	The focus of the red region in the highlighted visual attributes is on sock.

core

Related Class-Feature Pairs

Important Features for Sock

There are 5 features annotated as core and 0 features annotated as spurious for Sock. Core features include 627, 827, 1142, 1513, 1816.

Classes where Feature 1142 is among Most Important (i.e. top-5)

Feature 1142 is core for the following classes: Gila Monster, Mitten, Balaclava Ski Mask, Sock, Wool.