Salient Imagenet

Class: 774 (Sandal), Feature: 1781

This feature is spurious for class Sandal. It is the second most important feature for class Sandal.

Below, we display the five Sandal 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	5	Focus is on the front belt of the sandal
Separate Object	3	Feet are not a part of sandal
Main Object	5	The focus is on the instep, just above the sandal.
Separate Object	5	Focus is on feet that's not a part of sandal or background
Separate Object	4	Focus is on feet that are not a part of oxygen mask or its oxygen mask

spurious

Related Class-Feature Pairs

Important Features for Sandal

There are 4 features annotated as core and 1 features annotated as spurious for Sandal. Core features include 648, 827, 1311, 2014. Spurious features include 1781.

Classes where Feature 1781 is among Most Important (i.e. top-5)

Feature 1781 is spurious for the following classes: Sandal.