Salient Imagenet

Class: 787 (Shield), Feature: 1077

This feature is core for class Shield. It is the most important feature for class Shield.

Below, we display the five Shield 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
Main Object	5	The focus of the red region in the highlighted visual attributes is on buckler.
Main Object	4	Focus is on metal plate which is part of shield
Main Object	5	Focus is on the shield.
Main Object	4	Focus is on edges of shield
Main Object	5	Most of the images are mainly focused on main object's body parts.

core

Related Class-Feature Pairs

Important Features for Shield

There are 5 features annotated as core and 0 features annotated as spurious for Shield. Core features include 498, 628, 1077, 1119, 1496.

Classes where Feature 1077 is among Most Important (i.e. top-5)

Feature 1077 is core for the following classes: Plectrum, Shield, Washing Machine.