Salient Imagenet

Class: 837 (Sunglasses), Feature: 333

This feature is spurious for class Sunglasses. It is the third 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	5	The red region completely focuses on the hair of the person wearing the predicted object, rather than the predicted object.
Separate Object	5	Focus is on the hair
Background	5	Focus is on the background of the main object.
Separate Object	4	Focus is on the hair of the model wearing the sunglasses.
Separate Object	3	Focus on the hair

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 333 is among Most Important (i.e. top-5)

Feature 333 is core for the following classes: Papillon, Afghan Hound, Tibetan Terrier, Australian Silky Terrier, Briard, Shetland Sheepdog, Collie, Affenpinscher, Lion, Hair Wig.
Feature 333 is spurious for the following classes: Sunglasses.