Salient Imagenet

Class: 231 (Collie), Feature: 334

This feature is core for class Collie. It is the fifth most important feature for class Collie.

Below, we display the five Collie 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	Focus is on the face of the dog
Main Object	3	Focus on dog
Main Object	4	Based on images 1-5.
Main Object	4	All the images mostly focused on some part of the main object
Main Object	4	Focus is on the face of the collie.

core

Related Class-Feature Pairs

Important Features for Collie

There are 5 features annotated as core and 0 features annotated as spurious for Collie. Core features include 333, 334, 1065, 1789, 2003.

Classes where Feature 334 is among Most Important (i.e. top-5)

Feature 334 is core for the following classes: Collie, Patas Monkey, Macaque, Proboscis Monkey, Neck Brace.