Salient Imagenet

Class: 870 (Tricycle), Feature: 1472

This feature is spurious for class Tricycle. It is the most important feature for class Tricycle.

Below, we display the five Tricycle 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	Most of the images are mainly focused on main object's body parts.
Background	4	Focus on the baby in the background of tricycle
Separate Object	3	Focus is on child which is not a part of trike or in its background
Background	4	Focus is on the kid who is on th background of the tricycle.
Main Object	1	Focus is on tricycle

spurious

Related Class-Feature Pairs

Important Features for Tricycle

There are 4 features annotated as core and 1 features annotated as spurious for Tricycle. Core features include 62, 348, 503, 757. Spurious features include 1472.

Classes where Feature 1472 is among Most Important (i.e. top-5)

Feature 1472 is spurious for the following classes: Pajamas, Swing, Tricycle.