Change Point Detection on SKAB
Metric: NAB (standard) (higher is better)
Metric: NAB (standard) (higher is better)
| # | Model↕ | NAB (standard)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | LSTMCaps | 27.77 | No | Hybridization of Capsule and LSTM Networks for u... | 2022-02-11 | - |
| 2 | BinSeg CPD algorithm (Mahalanobis metric) | 24.1 | No | - | - | Code |
| 3 | OptEnsemble CPDE algorithm (WeightedSum+Rank) | 23.07 | No | - | - | Code |
| 4 | Opt CPD algorithm (Mahalanobis metric) | 22.37 | No | - | - | Code |
| 5 | WinEnsemble CPDE algorithm (Sum+MinAbs) | 19.38 | No | - | - | Code |
| 6 | Win CPD algorithm (l1 metric) | 18.4 | No | - | - | Code |
| 7 | BinSegEnsemble CPDE algorithm (WeightedSum+Rank) | 18.1 | No | - | - | Code |