Salient Imagenet

Class: 6 (Stingray), Feature: 491

This feature is spurious for class Stingray. It is the third most important feature for class Stingray.

Below, we display the five Stingray 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
Main Object	3	The main object is stingray whose some part got focus.
Background	5	Most of the images are mainly focused on background only.
Background	2	Focus is on the water
Background	3	Focus is on sea which is in the background of stingray
Background	4	Focus is on water which in the background of stingray

spurious

Related Class-Feature Pairs

Important Features for Stingray

There are 2 features annotated as core and 3 features annotated as spurious for Stingray. Core features include 227, 310. Spurious features include 491, 564, 847.

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.