Salient Imagenet

Class: 472 (Canoe), Feature: 435

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

Below, we display the five Canoe 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	4	Focus is on the water of the ocean around the canoe.
Background	4	Focus is on water in the background of canoe
Background	5	Focus is on the water and wake near the canoe.
Background	5	Most of the images are mainly focused on background water.
Main Object	5	Focus is on rubber tube of canoe

spurious

Related Class-Feature Pairs

Important Features for Canoe

There are 2 features annotated as core and 3 features annotated as spurious for Canoe. Core features include 1346, 1413. Spurious features include 435, 516, 1325.

Classes where Feature 435 is among Most Important (i.e. top-5)

Feature 435 is spurious for the following classes: Canoe, Paddle, Snorkel, Motorboat.