Salient Imagenet

Class: 603 (Horse-Drawn Vehicle), Feature: 1634

This feature is spurious for class Horse-Drawn Vehicle. It is the fourth most important feature for class Horse-Drawn Vehicle.

Below, we display the five Horse-Drawn Vehicle 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	5	All the images are mainly focused on other objects like horse.
Separate Object	4	Focus is on horse it is not apart of horse cart or its background
Separate Object	5	Focus is on the chains and belts attached to the neck of the horse pulling the horse cart.
Main Object	5	Focus is on the horse cart
Separate Object	4	Focus is on the horse that is carrying the horse-cart.

spurious

Related Class-Feature Pairs

Important Features for Horse-Drawn Vehicle

There are 3 features annotated as core and 2 features annotated as spurious for Horse-Drawn Vehicle. Core features include 503, 1208, 1633. Spurious features include 1526, 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.