Salient Imagenet

Class: 954 (Banana), Feature: 68

This feature is spurious for class Banana. It is the fifth most important feature for class Banana.

Below, we display the five Banana 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 on others fruit expect banana
Separate Object	5	Focus is on the other fruits are not part of the banana
Separate Object	3	Focus is on oranges and apples and less on the bananas
Separate Object	5	The focus is on the apples near the banana
Background	4	It seems to be focusing on any fruit not just bananas, it missed them in the images.

spurious

Related Class-Feature Pairs

Important Features for Banana

There are 4 features annotated as core and 1 features annotated as spurious for Banana. Core features include 1158, 1345, 1578, 1648. Spurious features include 68.

Classes where Feature 68 is among Most Important (i.e. top-5)

Feature 68 is core for the following classes: Bell Pepper, Granny Smith Apple, Orange, Pomegranate, Rose Hip, Horse Chestnut Seed.
Feature 68 is spurious for the following classes: Lemon, Banana.