Salient Imagenet

Class: 392 (Rock Beauty Fish), Feature: 981

This feature is spurious for class Rock Beauty Fish. It is the fifth most important feature for class Rock Beauty Fish.

Below, we display the five Rock Beauty Fish 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	3	The red region in the highlighted visual attributes focuses on the background of a rock beauty fish.
Background	5	Most of the images are mainly focused on background coral reefs.
Background	3	Red focus is on the back ground.
Separate Object	5	Focus is not set on main object fish
Background	5	Focus is on reef in the background background of fish

spurious

Related Class-Feature Pairs

Important Features for Rock Beauty Fish

There are 3 features annotated as core and 2 features annotated as spurious for Rock Beauty Fish. Core features include 1066, 1348, 1814. Spurious features include 981, 1753.

Classes where Feature 981 is among Most Important (i.e. top-5)

Feature 981 is core for the following classes: Jellyfish, Sea Anemone, Brain Coral, Clownfish, Lionfish, Coral Reef.
Feature 981 is spurious for the following classes: Tiger Shark, Hammerhead Shark, Electric Ray, Loggerhead Sea Turtle, Sea Snake, Dugong, Eel, Rock Beauty Fish, Pufferfish, Scuba Diver.