Salient Imagenet

Class: 709 (Pencil Case), Feature: 801

This feature is spurious for class Pencil Case. It is the fifth most important feature for class Pencil Case.

Below, we display the five Pencil Case 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	4	Focus is on the background
Separate Object	1	Focus is on the pencils which is not part of the case.
Background	3	Table is in the background of pencil case
Separate Object	4	Focus is on the table on which the pencil case is laying.
Separate Object	5	Focus is on table which is not part of pencil box

spurious

Related Class-Feature Pairs

Important Features for Pencil Case

There are 4 features annotated as core and 1 features annotated as spurious for Pencil Case. Core features include 24, 1355, 1799, 1929. Spurious features include 801.

Classes where Feature 801 is among Most Important (i.e. top-5)

Feature 801 is spurious for the following classes: Pencil Case, Purse.