Salient Imagenet

Class: 928 (Ice Cream), Feature: 43

This feature is core for class Ice Cream. It is the third most important feature for class Ice Cream.

Below, we display the five Ice Cream 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	The red region in the highlighted visual attributes focuses on the part of a ice cream.
Main Object	5	The red sections are focused on a portion of the main object, the dessert. the red regions seem to be focused on the darker colors and shadows of the object.
Main Object	4	Focus is on part of a scoop of ice cream.
Main Object	5	Focus is on center of image
Main Object	5	The higher the intensity of the red color, the more relevant is that part of the image for visual attribution.

core

Related Class-Feature Pairs

Important Features for Ice Cream

There are 4 features annotated as core and 1 features annotated as spurious for Ice Cream. Core features include 43, 307, 776, 807. Spurious features include 2025.

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.