Change Point Detection on SKAB
Metric: NAB (lowFP) (higher is better)
Metric: NAB (lowFP) (higher is better)
| # | Model↕ | NAB (lowFP)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BinSeg CPD algorithm (Mahalanobis metric) | 21.69 | No | - | - | Code |
| 2 | OptEnsemble CPDE algorithm (WeightedSum+Rank) | 20.52 | No | - | - | Code |
| 3 | Opt CPD algorithm (Mahalanobis metric) | 19.9 | No | - | - | Code |
| 4 | LSTMCaps | 17.14 | No | Hybridization of Capsule and LSTM Networks for u... | 2022-02-11 | - |
| 5 | WinEnsemble CPDE algorithm (Sum+MinAbs) | 17.03 | No | - | - | Code |
| 6 | Win CPD algorithm (l1 metric) | 16.22 | No | - | - | Code |
| 7 | BinSegEnsemble CPDE algorithm (WeightedSum+Rank) | 15.36 | No | - | - | Code |