Paper | Code | NAB (standard) | NAB (lowFP) | NAB (LowFN) | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data | 27.77 | 17.14 | 31.59 | LSTMCaps | 2022-02-11 | |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 24.1 | 21.69 | 25.04 | BinSeg CPD algorithm (Mahalanobis metric) | 2021-05-09 |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 23.07 | 20.52 | 24.35 | OptEnsemble CPDE algorithm (WeightedSum+Rank) | 2021-05-09 |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 22.37 | 19.9 | 23.37 | Opt CPD algorithm (Mahalanobis metric) | 2021-05-09 |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 19.38 | 17.03 | 20.35 | WinEnsemble CPDE algorithm (Sum+MinAbs) | 2021-05-09 |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 18.4 | 16.22 | 19.19 | Win CPD algorithm (l1 metric) | 2021-05-09 |
Unsupervised Offline Changepoint Detection Ensembles | ✓ Link | 18.1 | 15.36 | 19.51 | BinSegEnsemble CPDE algorithm (WeightedSum+Rank) | 2021-05-09 |