Salient Imagenet

Class: 650 (Microphone), Feature: 1678

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

Below, we display the five Microphone 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 floor in the background of microphone
Separate Object	2	Focus is on various parts of the cord and headphones.
Background	4	Focus is on the background of the main objects
Main Object	5	Focus is on grill of the microphone
Main Object	5	Focus is on stand and parts of microphones

spurious

Related Class-Feature Pairs

Important Features for Microphone

There are 4 features annotated as core and 1 features annotated as spurious for Microphone. Core features include 1213, 1333, 1701, 1748. Spurious features include 1678.

Classes where Feature 1678 is among Most Important (i.e. top-5)

Feature 1678 is core for the following classes: Binoculars, Power Drill, Radio.
Feature 1678 is spurious for the following classes: Microphone.