Salient Imagenet

Class: 430 (Basketball), Feature: 537

This feature is spurious for class Basketball. It is the third most important feature for class Basketball.

Below, we display the five Basketball 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	2	Focus is on the people
Separate Object	5	Focus on body of basketball players
Separate Object	3	Red focus is on the players, not on the ball.
Separate Object	4	Focus is on plyers on that are not a part of basketball or its the background
Main Object	2	Focus is on the basketball

spurious

Related Class-Feature Pairs

Important Features for Basketball

There are 1 features annotated as core and 4 features annotated as spurious for Basketball. Core features include 1951. Spurious features include 352, 537, 839, 989.

Classes where Feature 537 is among Most Important (i.e. top-5)

Feature 537 is spurious for the following classes: Basketball, Rugby Ball, Sunglasses.