Salient Imagenet

Class: 974 (Geyser), Feature: 223

This feature is spurious for class Geyser. It is the most important feature for class Geyser.

Below, we display the five Geyser 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	2	Red focus is on smoke.
Background	5	Images are mainly focused on the background of geyser.
Background	4	The red region is highlighting the background area around the geyser.
Background	2	The red region in the highlighted visual attributes focuses on the background of a geyser.
Background	5	Focus is highlighting the water on the sides of the image

spurious

Related Class-Feature Pairs

Important Features for Geyser

There are 4 features annotated as core and 1 features annotated as spurious for Geyser. Core features include 261, 297, 548, 579. Spurious features include 223.

Classes where Feature 223 is among Most Important (i.e. top-5)

Feature 223 is spurious for the following classes: Geyser.