Salient Imagenet

Class: 309 (Bee), Feature: 595

This feature is spurious for class Bee. It is the fifth 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
Separate Object	5	Focus is on the flower not the bee.
Background	4	Focus is on flower in the background of bee
Separate Object	5	All the images are mainly focused on other objects like flowers.
Background	4	Focus is on flowers in the background of bee
Separate Object	3	Focus is not on the part of bee

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 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.