Salient Imagenet

Class: 588 (Hamper), Feature: 834

This feature is spurious for class Hamper. It is the fourth most important feature for class Hamper.

Below, we display the five Hamper 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 bottles which are kept in the hamper.
Separate Object	5	Focus is on the hamper bottles.
Separate Object	5	Most of the images are mainly focused on other objects like liquor bottles.
Separate Object	1	Focus is on the bottles
Separate Object	4	Focus is on products which is not a part of hamper or its background

spurious

Related Class-Feature Pairs

Important Features for Hamper

There are 4 features annotated as core and 1 features annotated as spurious for Hamper. Core features include 921, 1436, 1442, 1987. Spurious features include 834.

Classes where Feature 834 is among Most Important (i.e. top-5)

Feature 834 is core for the following classes: Go-Kart.
Feature 834 is spurious for the following classes: Hamper.