Salient Imagenet

Class: 209 (Chesapeake Bay Retriever), Feature: 1634

This feature is spurious for class Chesapeake Bay Retriever. It is the third 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	4	Focus is on the throat of the chesapeake bay retriever.
Separate Object	4	Focus is on chain and collar in the background
Separate Object	5	Focus is on dog collar that's is not a part chesapeake bay retriever
Separate Object	5	Most of the images are mainly focused on other objects like neck belt.
Separate Object	5	Focus is on neck belt which is not part of chesapeake bay retriever

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 1634 is among Most Important (i.e. top-5)

Feature 1634 is core for the following classes: Rhodesian Ridgeback, American Staffordshire Terrier, German Shorthaired Pointer, Vizsla, Bullmastiff, Mexican Hairless Dog (Xoloitzcuintli).
Feature 1634 is spurious for the following classes: Giant Schnauzer, Chesapeake Bay Retriever, Dobermann, Boxer, Great Dane, Horse-Drawn Vehicle, Muzzle.