Salient Imagenet

Class: 525 (Dam), Feature: 1140

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

Below, we display the five Dam 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
Main Object	4	Red focus is on dam.
Separate Object	4	Focus is on the water below the dam.
Background	4	Focus is on water in the background of dam
Separate Object	5	Focus is on water which is not part of dam
Background	4	Focus is on the background behind the dam mainly

spurious

Related Class-Feature Pairs

Important Features for Dam

There are 4 features annotated as core and 1 features annotated as spurious for Dam. Core features include 199, 764, 832, 1926. Spurious features include 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.