Salient Imagenet

Class: 762 (Restaurant), Feature: 391

This feature is core for class Restaurant. It is the fourth most important feature for class Restaurant.

Below, we display the five Restaurant 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	The main object is restaurant whose some part got focus.
Main Object	2	Focus is on the restaurant
Main Object	4	Focus is on the tables and chairs of the restaurant.
Separate Object	5	The focus is not on the main object for first two images but the focus is on restaurant for rest of the images
Main Object	5	Most of the images are mainly focused on main object's body parts.

core

Related Class-Feature Pairs

Important Features for Restaurant

There are 5 features annotated as core and 0 features annotated as spurious for Restaurant. Core features include 391, 654, 1107, 1418, 1990.

Classes where Feature 391 is among Most Important (i.e. top-5)

Feature 391 is core for the following classes: Restaurant.
Feature 391 is spurious for the following classes: Home Theater.