Salient Imagenet

Class: 672 (Tent), Feature: 1239

This feature is spurious for class Tent. It is the most important feature for class Tent.

Below, we display the five Tent 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
Background	4	Focus is on the mountains and hills in the background of the mountain tent.
Main Object	5	The focus of the red region in the highlighted visual attributes is on mountain tent.
Background	4	The main object is mountain tent but the focus is on background mountain.
Background	4	Focus is on the nature which is the background from the tent.
Background	5	Most of the images are mainly focused on background only.

spurious

Related Class-Feature Pairs

Important Features for Tent

There are 2 features annotated as core and 3 features annotated as spurious for Tent. Core features include 477, 649. Spurious features include 150, 1239, 1959.

Classes where Feature 1239 is among Most Important (i.e. top-5)

Feature 1239 is core for the following classes: Mountain, Lakeshore, Promontory, Beach, Valley.
Feature 1239 is spurious for the following classes: Tent, Volcano.