Salient Imagenet

Class: 862 (Torch), Feature: 1135

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

Below, we display the five Torch 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
Background	4	Focus is on words in the background of torch
Separate Object	5	Focus is on heads and bodies that are not a part of torch
Separate Object	3	Focus is on shirt that is not a part of torch or its background
Separate Object	3	Focus is on man carrying torch which is not part of torch or its background
Separate Object	4	The main object is torch but the focus is on other object.

spurious

Related Class-Feature Pairs

Important Features for Torch

There are 1 features annotated as core and 4 features annotated as spurious for Torch. Core features include 1642. Spurious features include 755, 1135, 1853, 1986.

Classes where Feature 1135 is among Most Important (i.e. top-5)

Feature 1135 is core for the following classes: Ambulance, Garbage Truck, Minibus, Moving Van, Police Van, Recreational Vehicle, Semi-Trailer Truck.
Feature 1135 is spurious for the following classes: Torch.