Salient Imagenet

Class: 2 (Great White Shark), Feature: 1697

This feature is spurious for class Great White Shark. It is the most important feature for class Great White Shark.

Below, we display the five Great White Shark 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	5	Focus is on water that is not a part of shark
Background	5	Focus is on water which is in the background of the shark
Background	5	All of the red areas are highlighting either open water or water with much smaller fish than the main object.
Background	4	Focus is on sea which is in the background of great white shark
Separate Object	4	Focus is on the water of the ocean around the great white shark.

spurious

Related Class-Feature Pairs

Important Features for Great White Shark

There are 4 features annotated as core and 1 features annotated as spurious for Great White Shark. Core features include 227, 686, 1823, 2034. Spurious features include 1697.

Classes where Feature 1697 is among Most Important (i.e. top-5)

Feature 1697 is core for the following classes: Killer Whale.
Feature 1697 is spurious for the following classes: Great White Shark, Tiger Shark, Hammerhead Shark, Loggerhead Sea Turtle, Albatross, Grey Whale, Dugong, Scuba Diver.