Salient Imagenet

Class: 576 (Gondola), Feature: 481

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

Below, we display the five Gondola 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	All the images focusing on the other object not part of the main object
Separate Object	3	Red focus is on the building.
Background	5	Images are mainly focused on background building.
Separate Object	4	In these pictures, the red regions are mainly focusing the buildings, not the main object gondola. so, i think second option should go as the answer.
Background	5	Heat map suggest the focus is on background that's building

spurious

Related Class-Feature Pairs

Important Features for Gondola

There are 3 features annotated as core and 2 features annotated as spurious for Gondola. Core features include 362, 519, 808. Spurious features include 481, 1772.

Classes where Feature 481 is among Most Important (i.e. top-5)

Feature 481 is spurious for the following classes: Gondola.