Salient Imagenet

Class: 325 (Sulphur Butterfly), Feature: 595

This feature is spurious for class Sulphur Butterfly. It is the fourth most important feature for class Sulphur Butterfly.

Below, we display the five Sulphur Butterfly 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	The focus in first two images is on the sulphur butterflyand in third the focus is on the background of an sulphur butterflyand.
Background	4	The red region in the highlighted visual attributes focuses on the background of a sulphur butterfly.
Separate Object	5	Focus is not set on main object butterfly .
Separate Object	3	Red focus is on the flowers.
Separate Object	5	The focus is on a flower and not the main object which is a butterfly.

spurious

Related Class-Feature Pairs

Important Features for Sulphur Butterfly

There are 3 features annotated as core and 2 features annotated as spurious for Sulphur Butterfly. Core features include 604, 1305, 1582. Spurious features include 595, 1797.

Classes where Feature 595 is among Most Important (i.e. top-5)

Feature 595 is core for the following classes: Rapeseed, Daisy.
Feature 595 is spurious for the following classes: Bee, Monarch Butterfly, Small White Butterfly, Sulphur Butterfly, Picket Fence.