Salient Imagenet

Class: 309 (Bee), Feature: 1797

This feature is spurious for class Bee. It is the second most important feature for class Bee.

Below, we display the five Bee 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	4	Focus is on flower in the background of bee
Separate Object	4	Focus is on the petals of the flower on which the bee is sitting.
Background	3	Focus is the area behind the flowers
Background	4	Focus is on flower in the background of bee
Separate Object	2	Focus is on the flower

spurious

Related Class-Feature Pairs

Important Features for Bee

There are 1 features annotated as core and 4 features annotated as spurious for Bee. Core features include 1941. Spurious features include 595, 1390, 1797, 1799.

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.