Salient Imagenet

Class: 959 (Carbonara), Feature: 43

This feature is core for class Carbonara. It is the fourth most important feature for class Carbonara.

Below, we display the five Carbonara 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	All the images are mainly focused on main object's body parts.
Main Object	2	Focus is on the food
Main Object	3	Focus is on part of the carbonara
Main Object	4	Focus is on mixture of carbonara
Separate Object	4	Focus is on the sauce, and other toppings .

core

Related Class-Feature Pairs

Important Features for Carbonara

There are 5 features annotated as core and 0 features annotated as spurious for Carbonara. Core features include 43, 895, 1547, 1914, 1917.

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.