Salient Imagenet

Class: 899 (Water Jug), Feature: 1378

This feature is spurious for class Water Jug. It is the second 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	The red region in the highlighted visual attributes focuses on the background of the water jug.
Main Object	2	The focus on the space between the curved handle.
Background	5	The red area is focussed in the background
Background	3	Focus is in the space surrounding the handle of the water jug.
Main Object	4	Focus is on the handle of the water jug.

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 1378 is among Most Important (i.e. top-5)

Feature 1378 is core for the following classes: Coffee Mug, Coffeemaker, Drink Pitcher, Teapot.
Feature 1378 is spurious for the following classes: Water Jug.