Home

Welcome to the Numenta Anomaly Benchmark (NAB) wiki! Below are some documents to help you dive into NAB.

NAB Whitepaper

An in-depth guide to everything NAB:

• What are anomalies in real-time data?
• NAB scoring details -- scoring metrics, function, profiles, etc.
• NAB phases/process
• Ground truth anomaly labels
• Glossary
• Anomaly identification and scoring examples

NAB Entry Diagram

How to enter a custom detector to run NAB

[NAB Scoreboard](NAB Scoreboard)

A ranking of the top anomaly detection algorithms submitted to NAB

Anomaly Labeling Instructions

How to hand label raw time-series data for anomalies