Salient Imagenet

Class: 693 (Paddle), Feature: 1325

This feature is spurious for class Paddle. It is the 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	5	Focus is on body of people not boat paddle
Separate Object	2	Focus is on the people
Separate Object	4	Focus is on the boat not on the paddle.
Separate Object	5	Focus is on some other object (not a part of the boat paddle).
Separate Object	2	Focus is on the people in the paddleboats

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 1325 is among Most Important (i.e. top-5)

Feature 1325 is core for the following classes: Go-Kart, Golf Cart, Stretcher.
Feature 1325 is spurious for the following classes: Canoe, Paddle.