Salient Imagenet

Class: 526 (Desk), Feature: 2

This feature is spurious for class Desk. It is the third most important feature for class Desk.

Below, we display the five Desk 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	4	Computer monitor is not a part of disk
Separate Object	4	Focus is on the monitor
Background	2	Focus on the back
Separate Object	5	The desks do not have any red regions on them in any of the pictures.
Separate Object	5	The focus is not on the desk but devices on to the desk

spurious

Related Class-Feature Pairs

Important Features for Desk

There are 3 features annotated as core and 2 features annotated as spurious for Desk. Core features include 437, 951, 1670. Spurious features include 2, 1832.

Classes where Feature 2 is among Most Important (i.e. top-5)

Feature 2 is spurious for the following classes: Desk, Dining Table.