Salient Imagenet

Class: 909 (Wok), Feature: 2000

This feature is spurious for class Wok. It is the most important feature for class Wok.

Below, we display the five Wok 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 focus is on the food not on the wok.
Main Object	4	The highlighted area is over the main dish in the image, which is the main object.
Separate Object	4	Food is not a part of wok
Main Object	3	Red focus is on the vessel.
Separate Object	4	The highlighted visual attribute is targeting the food in the food in a wok, not the wok itself.

spurious

Related Class-Feature Pairs

Important Features for Wok

There are 3 features annotated as core and 2 features annotated as spurious for Wok. Core features include 9, 628, 650. Spurious features include 895, 2000.

Classes where Feature 2000 is among Most Important (i.e. top-5)

Feature 2000 is spurious for the following classes: Frying Pan, Wok.