Salient Imagenet

Class: 695 (Padlock), Feature: 1635

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

Below, we display the five Padlock 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	Most of the images are mainly focused on background only.
Main Object	4	Focus is on the padlock of the door.
Background	2	Focus is on the door
Separate Object	4	Focus is on the truss that supports the padlock.
Main Object	4	Focus is on padlock

spurious

Related Class-Feature Pairs

Important Features for Padlock

There are 1 features annotated as core and 4 features annotated as spurious for Padlock. Core features include 1198. Spurious features include 128, 1229, 1567, 1635.

Classes where Feature 1635 is among Most Important (i.e. top-5)

Feature 1635 is core for the following classes: Barrel, Metal Nail.
Feature 1635 is spurious for the following classes: Padlock.