Salient Imagenet

Class: 931 (Bagel), Feature: 1154

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

Below, we display the five Bagel 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 surface of the bagel.
Main Object	4	The main obect is bagel whose some part got focus.
Main Object	5	Focus is on hole of the bagel,
Main Object	5	Focus is on the hole of the bagel
Main Object	5	Focus is on the center part of the doughnut near the hole.

core

Related Class-Feature Pairs

Important Features for Bagel

There are 5 features annotated as core and 0 features annotated as spurious for Bagel. Core features include 955, 1033, 1154, 1250, 1345.

Classes where Feature 1154 is among Most Important (i.e. top-5)

Feature 1154 is core for the following classes: Great Grey Owl, Bagel, Pretzel, Toilet Paper.