Salient Imagenet

Class: 325 (Sulphur Butterfly), Feature: 1797

This feature is spurious for class Sulphur Butterfly. It is the third 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
Separate Object	3	Red focus is on the flowers.
Separate Object	5	Most of the images are mainly focused on flowers not a butterfly.
Background	4	Heat map suggest the focus is on background that's flowers
Main Object	4	Although some part of the red regions reaches the background of the main object. but in all the images, the red regions are focusing the main object. so, i am fairly confident with the third option.
Separate Object	2	Focus is on the flower

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 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.