Salient Imagenet

Class: 967 (Espresso), Feature: 1837

This feature is spurious for class Espresso. It is the second 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	4	Focus is on handle of espresso
Separate Object	5	Most of the images are mainly focused on other objects like cup.
Separate Object	4	Focus is on the handle of the espresso cup.
Separate Object	5	Focus is on the handle part of the cup, but not on the main object which is espresso.
Main Object	4	The main object is espresso whose some part got focus.

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 1837 is among Most Important (i.e. top-5)

Feature 1837 is core for the following classes: Coffee Mug, Coffeemaker, Teapot, Water Jug.
Feature 1837 is spurious for the following classes: Espresso, Tea Cup.