Salient Imagenet

Class: 425 (Barn), Feature: 1623

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

Below, we display the five Barn 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 tree that are not a part of barn or its background
Main Object	5	Focus is on part of barn
Main Object	3	Focus is on roof of a barn
Main Object	5	Most of the images are mainly focused on main object's body parts.
Main Object	5	Focus is on the shed of the barn

core

Related Class-Feature Pairs

Important Features for Barn

There are 5 features annotated as core and 0 features annotated as spurious for Barn. Core features include 396, 582, 584, 1623, 1742.

Classes where Feature 1623 is among Most Important (i.e. top-5)

Feature 1623 is core for the following classes: Barn, Moving Van, Tow Truck.
Feature 1623 is spurious for the following classes: Snowplow.