Salient Imagenet

Class: 809 (Soup Bowl), Feature: 1296

This feature is spurious for class Soup Bowl. It is the 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
Separate Object	5	All five images have red regions overlapping with objects (soup content) different from the main one (soup bowl). no background is highlited in a red region in any of the five pictures.
Separate Object	5	The red region mainly focuses on the contents inside the predicted object.
Main Object	4	Focus is on the contents of the bowl.
Separate Object	4	The red is focusing on the soup in the soup bowl
Separate Object	4	Focus is on the soup or spoon.

spurious

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 1296 is among Most Important (i.e. top-5)

Feature 1296 is core for the following classes: Consomme, Hot Pot.
Feature 1296 is spurious for the following classes: Soup Bowl.