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SotA/Time Series/Change Point Detection/SKAB

Change Point Detection on SKAB

Metric: NAB (LowFN) (higher is better)

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#Model↕NAB (LowFN)▼Extra DataPaperDate↕Code
1LSTMCaps31.59NoHybridization of Capsule and LSTM Networks for u...2022-02-11-
2BinSeg CPD algorithm (Mahalanobis metric)25.04No--Code
3OptEnsemble CPDE algorithm (WeightedSum+Rank)24.35No--Code
4Opt CPD algorithm (Mahalanobis metric)23.37No--Code
5WinEnsemble CPDE algorithm (Sum+MinAbs)20.35No--Code
6BinSegEnsemble CPDE algorithm (WeightedSum+Rank)19.51No--Code
7Win CPD algorithm (l1 metric)19.19No--Code