Salient Imagenet

Class: 876 (Hot Tub), Feature: 1308

This feature is spurious for class Hot Tub. It is the most important feature for class Hot Tub.

Below, we display the five Hot Tub 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	Focus is on the people in the vat.
Separate Object	5	Analogous to the bay on the crib example.
Separate Object	5	The red regions are focused on people and the main object is a tub or vat.
Separate Object	5	The red region in the highlighted visual attributes focuses on humans.
Separate Object	4	Red focus is not on the main object tub, but on the human body in the tub.

spurious

Related Class-Feature Pairs

Important Features for Hot Tub

There are 3 features annotated as core and 2 features annotated as spurious for Hot Tub. Core features include 419, 592, 1934. Spurious features include 46, 1308.

Classes where Feature 1308 is among Most Important (i.e. top-5)

Feature 1308 is core for the following classes: Bathtub, Sink.
Feature 1308 is spurious for the following classes: Diaper, Swim Trunks / Shorts, Hot Tub.