Salient Imagenet

Class: 472 (Canoe), Feature: 1325

This feature is spurious for class Canoe. It is the 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 people sitting on the canoe.
Separate Object	5	Focus is on legs that's not a part of canoe
Separate Object	4	Focus is on persons they are not a part of r its background
Separate Object	5	Focus is on people which is not part of canoe
Separate Object	5	Most of the images are mainly focused on other objects.

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 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.