Salient Imagenet

Class: 345 (Ox), Feature: 63

This feature is spurious for class Ox. It is the fourth most important feature for class Ox.

Below, we display the five Ox 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 si on greenery in the background of ox
Main Object	5	Focus is on legs and head which is a part of ox
Background	5	Focus is around the ox, but not on the ox itself. it's more focused on the grass and the background.
Background	4	Focus is on grass which is in the background of the ox
Background	4	Focus is on the green grass in the background of the ox.

spurious

Related Class-Feature Pairs

Important Features for Ox

There are 4 features annotated as core and 1 features annotated as spurious for Ox. Core features include 503, 814, 1526, 1641. Spurious features include 63.

Classes where Feature 63 is among Most Important (i.e. top-5)

Feature 63 is core for the following classes: Warthog, Bison.
Feature 63 is spurious for the following classes: Ostrich, Common Sorrel Horse, Ox, Water Buffalo, Llama, Farm Plow.