Salient Imagenet

Class: 975 (Lakeshore), Feature: 516

This feature is spurious for class Lakeshore. It is the fourth most important feature for class Lakeshore.

Below, we display the five Lakeshore 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	The red is focusing on the lake instead of the shoreline.
Main Object	4	Focus is on the body of water on the lake.
Main Object	5	The red region in the highlighted visual attributes focuses on the part of a lakeshore.
Background	5	The focus is on the water
Separate Object	4	The highlighted visual attributes are targeting the water more so than the lakeside or lake shore.

spurious

Related Class-Feature Pairs

Important Features for Lakeshore

There are 3 features annotated as core and 2 features annotated as spurious for Lakeshore. Core features include 421, 1239, 1959. Spurious features include 76, 516.

Classes where Feature 516 is among Most Important (i.e. top-5)

Feature 516 is spurious for the following classes: Boathouse, Canoe, Dock, Paddle, Lakeshore.