Salient Imagenet

Class: 947 (Mushroom), Feature: 894

This feature is core for class Mushroom. It is the fifth most important feature for class Mushroom.

Below, we display the five Mushroom 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
Main Object	4	Focus is on the top of the mushroom.
Main Object	5	The red region mainly focuses on the predicted object but doesn't cover it fully and it misses the predicted object in some images.
Main Object	2	Focus on mushroom
Main Object	4	Mushrooms are highlighted in the picture.
Main Object	4	The red region in the highlighted visual attributes focuses on the mushroom.

core

Related Class-Feature Pairs

Important Features for Mushroom

There are 4 features annotated as core and 1 features annotated as spurious for Mushroom. Core features include 115, 894, 1944, 2030. Spurious features include 1475.

Classes where Feature 894 is among Most Important (i.e. top-5)

Feature 894 is core for the following classes: Airship, Sombrero, Mushroom, Agaric.