Salient Imagenet

Class: 809 (Soup Bowl), Feature: 43

This feature is core for class Soup Bowl. It is the second most important feature for class Soup Bowl.

Below, we display the five Soup Bowl 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 the bowl with soup.
Separate Object	3	Focus is on the the soup not the bowl
Separate Object	4	The red region mainly focuses on the soup, rather than the predicted object.
Main Object	3	The red region in the highlighted visual attributes focuses on the food in a soup bowl.
Main Object	4	Focus is on the contents of the soup bowl.

core

Related Class-Feature Pairs

Important Features for Soup Bowl

There are 2 features annotated as core and 3 features annotated as spurious for Soup Bowl. Core features include 43, 98. Spurious features include 840, 895, 1296.

Classes where Feature 43 is among Most Important (i.e. top-5)

Feature 43 is core for the following classes: Dungeness Crab, Soup Bowl, Guacamole, Consomme, Hot Pot, Trifle, Ice Cream, Baguette, Cheeseburger, Hot Dog, Mashed Potatoes, Broccoli, Cauliflower, Carbonara, Chocolate Syrup, Meatloaf, Pizza, Pot Pie, Burrito.
Feature 43 is spurious for the following classes: Plate.