Salient Imagenet

Class: 693 (Paddle), Feature: 435

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

Below, we display the five Paddle 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 on which boat is paddle.
Background	5	Focus is on the background of the paddle, boat paddle
Background	5	Images highlight mostly background
Background	2	Focus is on the water
Main Object	3	Red focus is on paddle boat.

spurious

Related Class-Feature Pairs

Important Features for Paddle

There are 1 features annotated as core and 4 features annotated as spurious for Paddle. Core features include 1346. Spurious features include 362, 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.