Salient Imagenet

Class: 813 (Spatula), Feature: 2025

This feature is spurious for class Spatula. It is the second most important feature for class Spatula.

Below, we display the five Spatula 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	The red region in the highlighted visual attributes focuses on the face of a human.
Main Object	5	Focus is on some part of the main object.
Separate Object	4	Focus is on the faces of people.
Separate Object	4	The red region mainly focuses on the people, rather than the predicted object.
Separate Object	5	Focus is on the head of a person

spurious

Related Class-Feature Pairs

Important Features for Spatula

There are 4 features annotated as core and 1 features annotated as spurious for Spatula. Core features include 107, 507, 750, 895. Spurious features include 2025.

Classes where Feature 2025 is among Most Important (i.e. top-5)

Feature 2025 is spurious for the following classes: American Lobster, Spatula, Plate, Ice Cream, Meatloaf.