Salient Imagenet

Class: 706 (Patio), Feature: 654

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

Below, we display the five Patio 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	3	Focus is on the patio tables.
Separate Object	5	Focus is on dinning table which is not part of terrace
Main Object	4	Focus is on some part of the main object patio, terrace are fully focus.
Separate Object	4	Focus is on chairs and table that are not part of patio or its background
Separate Object	5	Focus is on the table and not on terrace

spurious

Related Class-Feature Pairs

Important Features for Patio

There are 0 features annotated as core and 5 features annotated as spurious for Patio. Spurious features include 194, 451, 654, 1016, 1633.

Classes where Feature 654 is among Most Important (i.e. top-5)

Feature 654 is core for the following classes: Restaurant, Soap Dispenser.
Feature 654 is spurious for the following classes: Patio.