Salient Imagenet

Class: 899 (Water Jug), Feature: 471

This feature is spurious for class Water Jug. It is the fifth most important feature for class Water Jug.

Below, we display the five Water Jug 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	Focused more on the empty space between the handle and the jug.
Background	4	Focus is on the space enclosed by the handle of the water jug.
Background	3	The red region in the highlighted visual attributes focuses on the background of a water jug
Main Object	4	Focus is on the handle of the water jug.
Main Object	5	It's most interested in the handle and where the handle joins the body of the jug. if anything it's favouring the lower join over the top join.

spurious

Related Class-Feature Pairs

Important Features for Water Jug

There are 3 features annotated as core and 2 features annotated as spurious for Water Jug. Core features include 355, 1357, 1837. Spurious features include 471, 1378.

Classes where Feature 471 is among Most Important (i.e. top-5)

Feature 471 is core for the following classes: Coffee Mug, Coffeemaker, Teapot.
Feature 471 is spurious for the following classes: Drink Pitcher, Water Jug.