Salient Imagenet

Class: 967 (Espresso), Feature: 1494

This feature is core for class Espresso. It is the most important feature for class Espresso.

Below, we display the five Espresso 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
Main Object	5	Focus is on the part of espresso
Main Object	4	Focus is on some part of the main object.
Main Object	4	Focus is on cup in the background of espresso
Main Object	3	Focus is on cup that holds expresso
Main Object	4	The main object is espresso whose some part got focus.

core

Related Class-Feature Pairs

Important Features for Espresso

There are 3 features annotated as core and 2 features annotated as spurious for Espresso. Core features include 79, 98, 1494. Spurious features include 419, 1837.

Classes where Feature 1494 is among Most Important (i.e. top-5)

Feature 1494 is core for the following classes: Espresso.