Salient Imagenet

Class: 809 (Soup Bowl), Feature: 895

This feature is spurious for class Soup Bowl. It is the fourth 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	4	The highlight is on the contents of the soup bowl.
Separate Object	4	The red region in the highlighted visual attributes focuses on the food in a soup bowl.
Separate Object	5	The red is focusing on the food in the soup bowl.
Separate Object	4	The red region focuses mainly on the contents inside the predicted object but it spreads slightly to the edges of the predicted object.
Background	5	Amplified visual attributes can be useful in some cases when the red region overlaps over multiple objects. the main object has the following name(s): soup bowl

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

Feature 895 is core for the following classes: Cauldron, Ladle, Spatula, Consomme, Hot Pot, Broccoli, Carbonara, Pot Pie.
Feature 895 is spurious for the following classes: Crock Pot, Dutch Oven, Frying Pan, Soup Bowl, Wok, Wooden Spoon.