Salient Imagenet

Class: 324 (Small White Butterfly), Feature: 1797

This feature is spurious for class Small White Butterfly. It is the second most important feature for class Small White Butterfly.

Below, we display the five Small White 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	2	Focus is on the flowers and wings.
Separate Object	4	Focus is overlapped with the flowers and space behind the cabbage butterfly.
Separate Object	5	Focus is on the flower that is not part of the cabbage butterfly or its background.
Background	4	Focus is on flower in the background of cabbage butterfly
Separate Object	5	Most of the images are mainly focused on other objects like flowers.

spurious

Related Class-Feature Pairs

Important Features for Small White Butterfly

There are 3 features annotated as core and 2 features annotated as spurious for Small White Butterfly. Core features include 604, 754, 1305. Spurious features include 595, 1797.

Classes where Feature 1797 is among Most Important (i.e. top-5)

Feature 1797 is core for the following classes: Longhorn Beetle, Gossamer-Winged Butterfly.
Feature 1797 is spurious for the following classes: Fly, Bee, Ant, Grasshopper, Cricket Insect, Dragonfly, Damselfly, Red Admiral Butterfly, Ringlet Butterfly, Small White Butterfly, Sulphur Butterfly.