Salient Imagenet

Class: 951 (Lemon), Feature: 68

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

Below, we display the five Lemon 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 apple in the background of lemon
Separate Object	5	Most of the images are mainly focused on other objects.
Main Object	4	Focus is on lime on a shelf
Separate Object	4	Focus is on the tomatoes, apples, and oranges.
Main Object	3	Highlighted visual attributes is on main object lemon

spurious

Related Class-Feature Pairs

Important Features for Lemon

There are 3 features annotated as core and 2 features annotated as spurious for Lemon. Core features include 1397, 1574, 1979. Spurious features include 68, 1345.

Classes where Feature 68 is among Most Important (i.e. top-5)

Feature 68 is core for the following classes: Bell Pepper, Granny Smith Apple, Orange, Pomegranate, Rose Hip, Horse Chestnut Seed.
Feature 68 is spurious for the following classes: Lemon, Banana.