Salient Imagenet

Class: 923 (Plate), Feature: 43

This feature is spurious for class Plate. It is the third most important feature for class Plate.

Below, we display the five Plate 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	4	The red region in the highlighted visual attributes focuses on the food that's not a part of the main object.
Separate Object	4	Focus is on the food that is on the plate.
Separate Object	4	The red is focusing on the food on the plate.
Separate Object	4	The red region mainly focuses on the food, rather than the predicted object but in some cases, the overlap spreads to the surface of the predicted object.
Separate Object	3	Focus is on the food on the plate.

spurious

Related Class-Feature Pairs

Important Features for Plate

There are 3 features annotated as core and 2 features annotated as spurious for Plate. Core features include 419, 517, 807. Spurious features include 43, 2025.

Classes where Feature 43 is among Most Important (i.e. top-5)

Feature 43 is core for the following classes: Dungeness Crab, Soup Bowl, Guacamole, Consomme, Hot Pot, Trifle, Ice Cream, Baguette, Cheeseburger, Hot Dog, Mashed Potatoes, Broccoli, Cauliflower, Carbonara, Chocolate Syrup, Meatloaf, Pizza, Pot Pie, Burrito.
Feature 43 is spurious for the following classes: Plate.