Salient Imagenet

Class: 967 (Espresso), Feature: 98

This feature is core for class Espresso. It is the fifth 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	Most of the images are mainly focused on main object.
Main Object	5	Focus is on the frothy layer of the espresso.
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 top of espresso

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

Feature 98 is core for the following classes: Coffee Mug, Crock Pot, Mixing Bowl, Soup Bowl, Consomme, Espresso, Tea Cup.