Salient Imagenet

Class: 834 (Suit), Feature: 250

This feature is spurious for class Suit. It is the fifth most important feature for class Suit.

Below, we display the five Suit 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 tie which is not part of suit or in its background
Main Object	3	Focus appears to be on necktie/collar region of suit
Separate Object	3	The main obect is suit but the focus is on other object that is tie.
Separate Object	4	Focus is on tie, which is not a part of the suit
Separate Object	5	Focus is on the tie.

spurious

Related Class-Feature Pairs

Important Features for Suit

There are 2 features annotated as core and 3 features annotated as spurious for Suit. Core features include 1108, 1266. Spurious features include 250, 1125, 1242.

Classes where Feature 250 is among Most Important (i.e. top-5)

Feature 250 is core for the following classes: Bow Tie, Windsor Tie.
Feature 250 is spurious for the following classes: Suit.