Salient Imagenet

Class: 336 (Marmot), Feature: 389

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

Below, we display the five Marmot 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	4	Focus is on the mountain at the background of the marmot.
Background	3	Focus is on rock which is in the background of marmot
Background	3	Focus is on mountain or rock behind the marmot
Background	4	Focus is on hills in the background of marmot
Background	3	The main obect is mammals but the focus is on background.

spurious

Related Class-Feature Pairs

Important Features for Marmot

There are 3 features annotated as core and 2 features annotated as spurious for Marmot. Core features include 65, 85, 781. Spurious features include 389, 820.

Classes where Feature 389 is among Most Important (i.e. top-5)

Feature 389 is core for the following classes: Mountain, Valley, Volcano.
Feature 389 is spurious for the following classes: Marmot, Alpine Ibex, Ski.