Salient Imagenet

Class: 346 (Water Buffalo), Feature: 1127

This feature is spurious for class Water Buffalo. It is the most important feature for class Water Buffalo.

Below, we display the five Water Buffalo 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	5	Focus is on the background and not on water buffalo
Separate Object	2	Focus is on the water
Background	4	Focus is on greenery in the background of water buffalo
Background	4	The main object is mammals but the focus is on background.
Background	4	The focus is on the water behind the buffalo

spurious

Related Class-Feature Pairs

Important Features for Water Buffalo

There are 3 features annotated as core and 2 features annotated as spurious for Water Buffalo. Core features include 714, 980, 1526. Spurious features include 63, 1127.

Classes where Feature 1127 is among Most Important (i.e. top-5)

Feature 1127 is core for the following classes: Bison.
Feature 1127 is spurious for the following classes: Water Buffalo.