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SotA/Time Series/Change Point Detection/SKAB

Change Point Detection on SKAB

Metric: NAB (lowFP) (higher is better)

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#Model↕NAB (lowFP)▼Extra DataPaperDate↕Code
1BinSeg CPD algorithm (Mahalanobis metric)21.69No--Code
2OptEnsemble CPDE algorithm (WeightedSum+Rank)20.52No--Code
3Opt CPD algorithm (Mahalanobis metric)19.9No--Code
4LSTMCaps17.14NoHybridization of Capsule and LSTM Networks for u...2022-02-11-
5WinEnsemble CPDE algorithm (Sum+MinAbs)17.03No--Code
6Win CPD algorithm (l1 metric)16.22No--Code
7BinSegEnsemble CPDE algorithm (WeightedSum+Rank)15.36No--Code