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SotA/Time Series/Change Point Detection/SKAB

Change Point Detection on SKAB

Metric: NAB (standard) (higher is better)

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#Model↕NAB (standard)▼Extra DataPaperDate↕Code
1LSTMCaps27.77NoHybridization of Capsule and LSTM Networks for u...2022-02-11-
2BinSeg CPD algorithm (Mahalanobis metric)24.1No--Code
3OptEnsemble CPDE algorithm (WeightedSum+Rank)23.07No--Code
4Opt CPD algorithm (Mahalanobis metric)22.37No--Code
5WinEnsemble CPDE algorithm (Sum+MinAbs)19.38No--Code
6Win CPD algorithm (l1 metric)18.4No--Code
7BinSegEnsemble CPDE algorithm (WeightedSum+Rank)18.1No--Code