Salient Imagenet

Class: 419 (Band-Aid), Feature: 123

This feature is spurious for class Band-Aid. It is the third most important feature for class Band-Aid.

Below, we display the five Band-Aid 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	The visual attribute appears to only focus on fingers and has nothing to do with bandaids
Background	5	There is no object in all pictures. the focus is on hand behind.
Separate Object	5	Not all the images have band aid.
Separate Object	4	Hands are not part of the band aid
Separate Object	4	The red region in the highlighted visual attributes focuses on the human hand.

spurious

Related Class-Feature Pairs

Important Features for Band-Aid

There are 3 features annotated as core and 2 features annotated as spurious for Band-Aid. Core features include 102, 1164, 1853. Spurious features include 123, 447.

Classes where Feature 123 is among Most Important (i.e. top-5)

Feature 123 is spurious for the following classes: Band-Aid.