Salient Imagenet

Class: 928 (Ice Cream), Feature: 2025

This feature is spurious for class Ice Cream. It is the most important feature for class Ice Cream.

Below, we display the five Ice Cream 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 different parts of the dish instead of the ice cream in multiple places.
Separate Object	4	Based on images 1-5.
Separate Object	4	Mostly focused on the other object , it is not focused on the main object or some part of the main object, so i select option 2
Separate Object	4	Highlighted area is more focused on the strawberries in or near the ice cream, and not the ice cream itself.
Main Object	4	Focus is on the scoop of ice cream.

spurious

Related Class-Feature Pairs

Important Features for Ice Cream

There are 4 features annotated as core and 1 features annotated as spurious for Ice Cream. Core features include 43, 307, 776, 807. Spurious features include 2025.

Classes where Feature 2025 is among Most Important (i.e. top-5)

Feature 2025 is spurious for the following classes: American Lobster, Spatula, Plate, Ice Cream, Meatloaf.