Salient Imagenet

Class: 209 (Chesapeake Bay Retriever), Feature: 66

This feature is spurious for class Chesapeake Bay Retriever. It is the fourth most important feature for class Chesapeake Bay Retriever.

Below, we display the five Chesapeake Bay Retriever 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
Main Object	5	Most of the images are mainly focused on main object's body parts.
Separate Object	5	Wooden floor in the background is not a part of chesapeake bay retriever.
Background	4	Focus is on floor in the background of chesapeake bay retriever
Separate Object	5	Focus is on floor mat which is not part of chesapeake bay retriever
Background	4	Focus is on the floor on which the chesapeake bay retriever is standing.

spurious

Related Class-Feature Pairs

Important Features for Chesapeake Bay Retriever

There are 3 features annotated as core and 2 features annotated as spurious for Chesapeake Bay Retriever. Core features include 976, 1109, 1139. Spurious features include 66, 1634.

Classes where Feature 66 is among Most Important (i.e. top-5)

Feature 66 is core for the following classes: Redbone Coonhound, Irish Terrier, Norfolk Terrier, Cairn Terrier, Australian Silky Terrier, Labrador Retriever.
Feature 66 is spurious for the following classes: Australian Terrier, West Highland White Terrier, Chesapeake Bay Retriever.