Salient Imagenet

Class: 837 (Sunglasses), Feature: 108

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

Below, we display the five Sunglasses 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	3	In most of the images the red highlighted regions are on the face of the wearer and not the glasses themselves.
Separate Object	3	Focus is mostly on the face of the model wearing the sunglasses.
Separate Object	3	In all the images the focus is not on main object it is on some other object
Main Object	4	The red region ovrlaps on the nose of the cat.
Background	4	Based on images 1-5.

spurious

Related Class-Feature Pairs

Important Features for Sunglasses

There are 0 features annotated as core and 5 features annotated as spurious for Sunglasses. Spurious features include 108, 333, 425, 824, 1651.

Classes where Feature 108 is among Most Important (i.e. top-5)

Feature 108 is spurious for the following classes: Bath Towel, Poke Bonnet, Cowboy Hat, Seat Belt, Shower Cap, Sombrero, Sunglasses, Sunglasses, Hair Wig, Popsicle.