Salient Imagenet

Class: 308 (Fly), Feature: 1797

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

Below, we display the five Fly 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 the empty space in the background of the flowers rather than the fly.
Separate Object	3	Red focus is on flowers not on fly.
Background	4	Focus is on flower in the background of fly
Separate Object	4	The main object is fly but the focus is on other object.
Background	3	Focus is on flower in the background of bee.

spurious

Related Class-Feature Pairs

Important Features for Fly

There are 4 features annotated as core and 1 features annotated as spurious for Fly. Core features include 402, 1390, 1828, 1941. Spurious features include 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.