Salient Imagenet

Class: 6 (Stingray), Feature: 227

This feature is core for class Stingray. It is the 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	5	Focus is on the upper body of the stingray.
Main Object	5	All the images are mainly focused on main object's body parts.
Main Object	3	Focus is on the head of the stingray
Main Object	5	Focus is on part of stingray
Main Object	4	Focus is on body of stingray

core

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

Feature 227 is core for the following classes: Great White Shark, Hammerhead Shark, Electric Ray, Stingray, Loggerhead Sea Turtle, Water Snake, Platypus, Dungeness Crab, Snoek Fish, Eel, Silver Salmon, Sturgeon, Gar Fish, Pufferfish.