Salient Imagenet

Class: 151 (Chihuahua), Feature: 663

This feature is core for class Chihuahua. It is the third most important feature for class Chihuahua.

Below, we display the five Chihuahua 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 main focus is on the face of the chihuahua
Main Object	4	Focus is on features of the object.
Main Object	5	The red region only focuses on the predicted object but does not cover it fully.
Main Object	4	Focus is on the eyes of the dog
Main Object	5	Above all images , the focus is on some part of the main object

core

Related Class-Feature Pairs

Important Features for Chihuahua

There are 5 features annotated as core and 0 features annotated as spurious for Chihuahua. Core features include 663, 793, 964, 1065, 1708.

Classes where Feature 663 is among Most Important (i.e. top-5)

Feature 663 is core for the following classes: Chihuahua, Pomeranian, Kit Fox, Teddy Bear.