OpenCodePapers

change-point-detection-on-skab

Change Point Detection
Dataset Link
Results over time
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Leaderboard
PaperCodeNAB (standard)NAB (lowFP)NAB (LowFN)ModelNameReleaseDate
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data27.7717.1431.59LSTMCaps2022-02-11
Unsupervised Offline Changepoint Detection Ensembles✓ Link24.121.6925.04BinSeg CPD algorithm (Mahalanobis metric)2021-05-09
Unsupervised Offline Changepoint Detection Ensembles✓ Link23.0720.5224.35OptEnsemble CPDE algorithm (WeightedSum+Rank)2021-05-09
Unsupervised Offline Changepoint Detection Ensembles✓ Link22.3719.923.37Opt CPD algorithm (Mahalanobis metric)2021-05-09
Unsupervised Offline Changepoint Detection Ensembles✓ Link19.3817.0320.35WinEnsemble CPDE algorithm (Sum+MinAbs)2021-05-09
Unsupervised Offline Changepoint Detection Ensembles✓ Link18.416.2219.19Win CPD algorithm (l1 metric)2021-05-09
Unsupervised Offline Changepoint Detection Ensembles✓ Link18.115.3619.51BinSegEnsemble CPDE algorithm (WeightedSum+Rank)2021-05-09