Salient Imagenet

Class: 775 (Sarong), Feature: 491

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

Below, we display the five Sarong 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
Background	4	Focus is on water in the background of sarong
Separate Object	3	Red focus is on water not on sarong.
Separate Object	5	Focus is on back ground water which is not a part of sarong
Background	3	The main object is sarong but the focus is on background.
Background	4	Focus is on the water of the ocean in the background of the person who is wearing the sarong.

spurious

Related Class-Feature Pairs

Important Features for Sarong

There are 3 features annotated as core and 2 features annotated as spurious for Sarong. Core features include 167, 967, 1150. Spurious features include 491, 1340.

Classes where Feature 491 is among Most Important (i.e. top-5)

Feature 491 is spurious for the following classes: Stingray, Loggerhead Sea Turtle, Sea Lion, One-Piece Bathing Suit, Sarong, Snorkel, Shipwreck, Sandbar, Beach, Scuba Diver.