Salient Imagenet

Class: 539 (Doormat), Feature: 1567

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

Below, we display the five Doormat 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 the door lower frame rather than on the doormat.
Separate Object	5	Focus is on door which is not part of doormat
Separate Object	3	The main object is doormat but the focus is on other object.
Separate Object	4	Focus is on door which is not a part of doormat or its background
Background	5	Focus is on doors and not on doormat

spurious

Related Class-Feature Pairs

Important Features for Doormat

There are 4 features annotated as core and 1 features annotated as spurious for Doormat. Core features include 441, 487, 1890, 1899. Spurious features include 1567.

Classes where Feature 1567 is among Most Important (i.e. top-5)

Feature 1567 is core for the following classes: Sliding Door.
Feature 1567 is spurious for the following classes: Doormat, Microwave Oven, Padlock.