Salient Imagenet

Class: 536 (Dock), Feature: 89

This feature is spurious for class Dock. It is the fifth most important feature for class Dock.

Below, we display the five Dock 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	5	Focus is on a boat.
Separate Object	4	Focus is on the boat at the dock.
Separate Object	5	The red parts are focused in some parts of the boats
Separate Object	5	The focus is not on the dock but the ship
Separate Object	4	Focus is on boat, not on the dock

spurious

Related Class-Feature Pairs

Important Features for Dock

There are 1 features annotated as core and 4 features annotated as spurious for Dock. Core features include 1140. Spurious features include 76, 89, 516, 1536.

Classes where Feature 89 is among Most Important (i.e. top-5)

Feature 89 is core for the following classes: Catamaran, Pirate Ship, Schooner, Trimaran, Sailboat.
Feature 89 is spurious for the following classes: Dock.