Salient Imagenet

Class: 603 (Horse-Drawn Vehicle), Feature: 1526

This feature is spurious for class Horse-Drawn Vehicle. It is the second 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	4	Focus is on horse it is not a part of horse cart or its background
Main Object	3	Focus is on horse cart
Separate Object	5	Most of the images are mainly focused on other objects like horse.
Separate Object	4	Focus is on the horse of the horse cart.
Separate Object	1	Focus is on the animals

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 1526 is among Most Important (i.e. top-5)

Feature 1526 is core for the following classes: Common Sorrel Horse, Pig, Warthog, Ox, Water Buffalo, Bison, Ram (Adult Male Sheep), Bighorn Sheep, Alpine Ibex, Hartebeest, Arabian Camel, Llama, Bullock Cart.
Feature 1526 is spurious for the following classes: Horse-Drawn Vehicle.