Salient Imagenet

Class: 876 (Hot Tub), Feature: 46

This feature is spurious for class Hot Tub. It is the fourth 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	5	Based on images 1-5. focus is on the baby and not on the predicted object (tub).
Separate Object	4	My first try. otw obvious its about a baby
Separate Object	4	Focus is on the face of the baby in the tub.
Separate Object	5	The focus is always on the baby
Separate Object	5	Baby is the focus instead of the vat or 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 46 is among Most Important (i.e. top-5)

Feature 46 is core for the following classes: Bassinet, Cradle, Infant Bed, Shopping Basket.
Feature 46 is spurious for the following classes: Hot Tub.