Salient Imagenet

Class: 567 (Frying Pan), Feature: 1345

This feature is spurious for class Frying Pan. It is the most important feature for class Frying Pan.

Below, we display the five Frying Pan 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	The main object is frying pan but the focus is on other object.
Separate Object	5	Focus is on food which is not part of frypan
Main Object	5	Focus is on frying pan
Separate Object	5	Focus is on some other object (not a part of the frypan).
Separate Object	5	All the images are mainly focused on other objects.

spurious

Related Class-Feature Pairs

Important Features for Frying Pan

There are 2 features annotated as core and 3 features annotated as spurious for Frying Pan. Core features include 9, 650. Spurious features include 895, 1345, 2000.

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.