Salient Imagenet

Class: 392 (Rock Beauty Fish), Feature: 1066

This feature is core for class Rock Beauty Fish. It is the 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
Main Object	3	Red focus is on the fish.
Main Object	4	Focus is on fish tail
Main Object	5	Focus is on a part of the main object.
Main Object	4	Above images focusing on some part of the main object
Main Object	5	The focus of the red region in the highlighted visual attributes is on the body of the fish.

core

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 1066 is among Most Important (i.e. top-5)

Feature 1066 is core for the following classes: Rock Beauty Fish, Clownfish, Chainsaw, Traffic Light.