Salient Imagenet

Class: 526 (Desk), Feature: 1832

This feature is spurious for class Desk. It is the second 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	The main focus is on the desktop even though the red areas seem to be on the computer that is on top of the desk.
Separate Object	4	The red region in the highlighted visual attributes focuses on the part of a computer.
Separate Object	5	The focus of the red region in the highlighted visual attributes is on the desktop is not a part of desk.
Main Object	2	Little bit confusing because the focus is focusing the system as well as table.
Separate Object	4	Focus is on the keyboard which is on the desk itself.

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 1832 is among Most Important (i.e. top-5)

Feature 1832 is core for the following classes: Computer Keyboard, Desktop Computer, Hand-Held Computer, Laptop Computer, Monitor, Notebook Computer, Crt Monitor, Television, Typewriter Keyboard.
Feature 1832 is spurious for the following classes: Desk, Computer Mouse, Keyboard Space Bar.