Salient Imagenet

Class: 771 (Safe), Feature: 388

This feature is spurious for class Safe. It is the third most important feature for class Safe.

Below, we display the five Safe 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	5	Most of the images are mainly focused on background only.
Background	3	The box is brighten
Separate Object	3	Focus is all over the place - on text that isn't even on the object, and also on the object itself in some images. difficult to say what the focus is on collectively.
Separate Object	3	In general the focus is not consistently on the safe, and there are at least two photos that do not include a safe at all
Separate Object	4	Focus is on words which is not a part of corkscrew or its background

spurious

Related Class-Feature Pairs

Important Features for Safe

There are 4 features annotated as core and 1 features annotated as spurious for Safe. Core features include 441, 669, 1043, 1369. Spurious features include 388.

Classes where Feature 388 is among Most Important (i.e. top-5)

Feature 388 is core for the following classes: Weighing Scale, Shopping Basket.
Feature 388 is spurious for the following classes: Safe, Mop.