Salient Imagenet

Class: 449 (Boathouse), Feature: 1036

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

Below, we display the five Boathouse 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	4	Focus is on water in the background of boathouse
Separate Object	4	Its mainly focus on some other object water
Background	5	Focus is on the water surrounding the boathouse.
Main Object	5	Focus is on the part of boathouse
Separate Object	5	Focus is on water that's not a part of boathouse

spurious

Related Class-Feature Pairs

Important Features for Boathouse

There are 1 features annotated as core and 4 features annotated as spurious for Boathouse. Core features include 1742. Spurious features include 76, 421, 516, 1036.

Classes where Feature 1036 is among Most Important (i.e. top-5)

Feature 1036 is core for the following classes: Split-Rail Fence.
Feature 1036 is spurious for the following classes: Boathouse.