SMAP

Soil Moisture Active Passive

Time seriesIntroduced 2018-02-13

Soil Moisture Active Passive (SMAP) dataset is a dataset of soil samples and telemetry information using the Mars rover by NASA. Originally published in https://arxiv.org/abs/1802.04431 and used for the unsupervised anomaly detection task in time series data. Later it was used in many popular anomaly detection methods and benchmarks that distribute it in their repositories e.g., https://github.com/OpsPAI/MTAD

Benchmarks

Anomaly Detection/F1 Anomaly Detection/Precision Anomaly Detection/Recall Anomaly Detection/AUC Time Series Analysis/AUPR Time Series Analysis/F1 Score Time Series Analysis/Recall Time Series Analysis/precision Time Series Anomaly Detection/AUPR Time Series Anomaly Detection/F1 Score Time Series Anomaly Detection/Recall Time Series Anomaly Detection/precision Unsupervised Anomaly Detection/F1 Unsupervised Anomaly Detection/Precision Unsupervised Anomaly Detection/Recall Unsupervised Anomaly Detection/AUC