Salient Imagenet

Class: 151 (Chihuahua), Feature: 964

This feature is core for class Chihuahua. It is the fifth 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	4	Focus is on the chihuahua's eyes and ears.
Main Object	4	The overlap mainly focuses on the eyes of the predicted object but it also spreads to the background.
Main Object	5	The red region in the highlighted visual attributes focuses on the eyes of a chihuahua dog.
Main Object	4	Focus is on the eyes of the chihuahua
Main Object	5	The red is focusing on the eyes of the chihuahua.

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 964 is among Most Important (i.e. top-5)

Feature 964 is core for the following classes: Chihuahua, Toy Terrier, Italian Greyhound, Norwich Terrier, Wire Fox Terrier, Miniature Pinscher, Basenji, Mexican Hairless Dog (Xoloitzcuintli).