Salient Imagenet

Class: 967 (Espresso), Feature: 419

This feature is spurious for class Espresso. It is the third 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
Background	4	Focus is on cup and plate in the background of espresso
Main Object	4	Focus is on the espresso.
Main Object	2	Focus is on the cup
Separate Object	3	Focus is on cup that are not a part of espresso or its background
Separate Object	4	Focus is not on the part of espresso

spurious

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

Feature 419 is core for the following classes: Bathtub, Hot Tub, Plate.
Feature 419 is spurious for the following classes: Consomme, Chocolate Syrup, Espresso.