Salient Imagenet

Class: 951 (Lemon), Feature: 1345

This feature is spurious for class Lemon. It is the 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
Separate Object	5	Orange is not a part of lemon
Separate Object	4	Focus is on the apples, oranges .
Separate Object	4	Focus is on the other fruits and vegetables which is not lemon
Main Object	5	The focus was on the fruit, the main object, rather than the stand.
Separate Object	2	Focus is on all kinds of fruits and not lemons specifically

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 1345 is among Most Important (i.e. top-5)

Feature 1345 is core for the following classes: Baguette, Bagel, Pretzel, Hot Dog, Spaghetti Squash, Acorn Squash, Cucumber, Bell Pepper, Granny Smith Apple, Strawberry, Orange, Fig, Pineapple, Banana, Cherimoya (Custard Apple), Pizza, Pot Pie.
Feature 1345 is spurious for the following classes: Frying Pan, Lemon.