Salient Imagenet

Class: 963 (Pizza), Feature: 1345

This feature is core for class Pizza. It is the most important feature for class Pizza.

Below, we display the five Pizza 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	3	The focus is on one of the right side parts of the object!
Main Object	5	Focus is on part of pizza
Main Object	4	Focus is on some part of the main object pizza
Main Object	5	Focus is on the toppins of the pizza
Main Object	4	Focus is on the pizza topping.

core

Related Class-Feature Pairs

Important Features for Pizza

There are 5 features annotated as core and 0 features annotated as spurious for Pizza. Core features include 43, 539, 606, 1345, 1547.

Classes where Feature 1345 is among Most Important (i.e. top-5)

Feature 1345 is core for the following classes: Baguette, Bagel, Pretzel, Hot Dog, Spaghetti Squash, Acorn Squash, Cucumber, Bell Pepper, Granny Smith Apple, Strawberry, Orange, Fig, Pineapple, Banana, Cherimoya (Custard Apple), Pizza, Pot Pie.
Feature 1345 is spurious for the following classes: Frying Pan, Lemon.