Salient Imagenet

Class: 6 (Stingray), Feature: 847

This feature is spurious for class Stingray. It is the fifth most important feature for class Stingray.

Below, we display the five Stingray 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
Background	3	Focus is on the water behind the stingray
Main Object	3	Focus is on the fish
Background	5	Most of the images are mainly focused on background only.
Separate Object	1	Focus was water that was adjacent to a person.
Background	4	Focus is on water in the background ofstingray

spurious

Related Class-Feature Pairs

Important Features for Stingray

There are 2 features annotated as core and 3 features annotated as spurious for Stingray. Core features include 227, 310. Spurious features include 491, 564, 847.

Classes where Feature 847 is among Most Important (i.e. top-5)

Feature 847 is spurious for the following classes: Stingray, Snorkel.