Causal Discovery on Storm
0.03Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.03 | |
| MVGCMaximum Lag=152026.06 | 0.24 | |
| DYNOTEARSMaximum Lag=152026.06 | 0.39 | |
| VARLiNGAMMaximum Lag=152026.06 | 0.69 | |
| PCGCEMaximum Lag=152026.06 | 1.48 | |
| TiMINoMaximum Lag=152026.06 | 2.51 | |
| tsFCIMaximum Lag=152026.06 | 2.7 | |
| PCMCI+Maximum Lag=152026.06 | 4.5 | |
| Our MethodMaximum Lag=152026.06 | 6.99 | |
| TCDFMaximum Lag=152026.06 | 9.94 | |
| cMLPMaximum Lag=152026.06 | 14.55 | |
| cRNNMaximum Lag=152026.06 | 34.21 | |
| cLSTMMaximum Lag=152026.06 | 61.6 |