Salient Imagenet

Class: 976 (Promontory), Feature: 421

This feature is spurious for class Promontory. It is the fourth most important feature for class Promontory.

Below, we display the five Promontory 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 areas mainly focus on the water that meets the headland.
Main Object	5	The focus of the red region in the highlighted visual attributes is on the water on the sea.
Background	5	Focus is highlighting the ocean
Separate Object	4	The red region in the highlighted visual attributes focuses on the sea.
Separate Object	4	The red region mainly focuses on the sea, rather than the predicted object but slightly overlaps with it.

spurious

Related Class-Feature Pairs

Important Features for Promontory

There are 4 features annotated as core and 1 features annotated as spurious for Promontory. Core features include 76, 199, 1140, 1239. Spurious features include 421.

Classes where Feature 421 is among Most Important (i.e. top-5)

Feature 421 is core for the following classes: Lakeshore, Beach.
Feature 421 is spurious for the following classes: Boathouse, Breakwater, Pier, Shipwreck, Cliff, Promontory, Sandbar.