Salient Imagenet

Class: 972 (Cliff), Feature: 421

This feature is spurious for class Cliff. It is the fifth 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
Background	5	Most of the images are mainly focused on background water.
Background	5	Focus is on the background of the drop.
Separate Object	4	Focus is on the water of the ocean not on the cliff.
Separate Object	4	Focus is on some other object
Background	4	Focus is on sea which is in the background of cliff

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 421 is among Most Important (i.e. top-5)

Feature 421 is core for the following classes: Lakeshore, Beach.
Feature 421 is spurious for the following classes: Boathouse, Breakwater, Pier, Shipwreck, Cliff, Promontory, Sandbar.