Salient Imagenet

Class: 695 (Padlock), Feature: 128

This feature is spurious for class Padlock. It is the third 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
Separate Object	5	Most of the images are mainly focused on other objects.
Separate Object	4	Focus is on chain which is not a part of padlock or its background
Separate Object	3	Focus is on chains that are not a part of padlock or its background
Separate Object	4	Focus is on the chain rather than on the padlock.
Separate Object	4	The focus is on the chains surrounding the 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 128 is among Most Important (i.e. top-5)

Feature 128 is spurious for the following classes: Padlock.