Runtime Measurement for Causal Discovery on MoM 2
0.03Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.03 | |
| MVGCMaximum Lag=152026.06 | 0.36 | |
| VARLiNGAMMaximum Lag=152026.06 | 0.38 | |
| PCGCEMaximum Lag=152026.06 | 0.68 | |
| PCMCI+Maximum Lag=152026.06 | 0.89 | |
| TiMINoMaximum Lag=152026.06 | 1.99 | |
| DYNOTEARSMaximum Lag=152026.06 | 4.92 | |
| Our MethodMaximum Lag=152026.06 | 5.62 | |
| TCDFMaximum Lag=152026.06 | 9.02 | |
| cMLPMaximum Lag=152026.06 | 12.58 | |
| cRNNMaximum Lag=152026.06 | 24.26 | |
| cLSTMMaximum Lag=152026.06 | 39.31 | |
| tsFCIMaximum Lag=152026.06 | 1,232.84 |