Runtime Evaluation for Causal Discovery on MoM 1
0.02Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.02 | |
| MVGCMaximum Lag=152026.06 | 0.3 | |
| PCGCEMaximum Lag=152026.06 | 0.33 | |
| VARLiNGAMMaximum Lag=152026.06 | 0.35 | |
| PCMCI+Maximum Lag=152026.06 | 0.51 | |
| TiMINoMaximum Lag=152026.06 | 1.34 | |
| Our MethodMaximum Lag=152026.06 | 7.25 | |
| DYNOTEARSMaximum Lag=152026.06 | 8.36 | |
| TCDFMaximum Lag=152026.06 | 8.69 | |
| cMLPMaximum Lag=152026.06 | 12.45 | |
| cRNNMaximum Lag=152026.06 | 22.15 | |
| cLSTMMaximum Lag=152026.06 | 32.09 | |
| tsFCIMaximum Lag=152026.06 | 1,252.319 |