Regime Detection on Synthetic Time Series ANM (Exp. Fam.)
0.99NMIFlowMSM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowMSM2026.06 | 0.99 | 1 | 100 | 100 | |
| MCD2026.06 | 0.98 | 0.99 | 98 | 98 | |
| FlowMSM2026.06 | 0.93 | 0.94 | 97 | 97 | |
| FANTOM2026.06 | 0.31 | 0.12 | 40 | 27 | |
| R-PCMCI2026.06 | 0.11 | 0.08 | 50 | 50 | |
| CASTOR2026.06 | 0.08 | 0.03 | 45 | 47 | |
| iMSM (Neural)Model Variant=Neural2026.06 | 0.02 | 0.03 | 44 | 42 | |
| iMSM (Neural)2026.06 | 0.01 | 0.01 | 37 | 38 | |
| iMSM (Poly)2026.06 | 0 | 0 | 36 | 37 | |
| iMSM (Poly)Model Variant=Poly2026.06 | 0 | 0.01 | 41 | 39 | |
| R-PCMCI2026.06 | 0 | 0 | 74 | 60 | |
| CASTOR2026.06 | 0 | 0 | 80 | 69 | |
| FANTOM2026.06 | 0 | 0 | 22 | 12 |