Salient Imagenet

Class: 667 (Graduation Cap), Feature: 580

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

Below, we display the five Graduation Cap 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 is on eye and forehead part of the human
Separate Object	4	Focus on the eyes of human which not a part of mortarboard
Separate Object	5	Eyes are not a part of the mortarboard
Main Object	5	Most of the images are mainly focused on main object's body parts.
Separate Object	2	Focus is on foreheads of people

spurious

Related Class-Feature Pairs

Important Features for Graduation Cap

There are 3 features annotated as core and 2 features annotated as spurious for Graduation Cap. Core features include 200, 609, 755. Spurious features include 580, 1125.

Classes where Feature 580 is among Most Important (i.e. top-5)

Feature 580 is spurious for the following classes: Academic Gown, Military Hat (Bearskin Or Shako), Graduation Cap.