Salient Imagenet

Class: 542 (Drumstick), Feature: 1165

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

Below, we display the five Drumstick 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 focus is on the drums upper parts not on the drumsticks.
Separate Object	5	Focus is on drums that are not a part of drumstick or its background
Separate Object	4	Highlighted visual attributes is not on drumstick, but on drums beside the stick
Separate Object	2	The focus is on drum which is not a part of drumstick or its background
Background	3	Focusing on the drums in the background of drumstick

spurious

Related Class-Feature Pairs

Important Features for Drumstick

There are 4 features annotated as core and 1 features annotated as spurious for Drumstick. Core features include 507, 1052, 1260, 1680. Spurious features include 1165.

Classes where Feature 1165 is among Most Important (i.e. top-5)

Feature 1165 is core for the following classes: Drum, Steel Drum.
Feature 1165 is spurious for the following classes: Drumstick.