Salient Imagenet

Class: 972 (Cliff), Feature: 1140

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

Below, we display the five Cliff 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	1	I think focus is more on general coastline/water attributes
Main Object	5	The focus of the red region in the highlighted visual attributes is on cliff.
Separate Object	4	Focus is on the water below the cliff , not on the cliff.
Separate Object	5	Most of the images are mainly focused on other objects like water, flat surface.
Separate Object	3	Focus is on the coast in front of the rock

spurious

Related Class-Feature Pairs

Important Features for Cliff

There are 3 features annotated as core and 2 features annotated as spurious for Cliff. Core features include 199, 1267, 1960. Spurious features include 421, 1140.

Classes where Feature 1140 is among Most Important (i.e. top-5)

Feature 1140 is core for the following classes: Dock, Suspension Bridge, Promontory.
Feature 1140 is spurious for the following classes: Breakwater, Dam, Cliff.