Runtime (s) on Antivirus 1 (Causal Discovery)
0.06Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.06 | |
| VARLiNGAMMaximum Lag=152026.06 | 2.22 | |
| Our MethodMaximum Lag=152026.06 | 7.54 | |
| TiMINoMaximum Lag=152026.06 | 8.23 | |
| MVGCMaximum Lag=152026.06 | 10.35 | |
| PCGCEMaximum Lag=152026.06 | 16.41 | |
| TCDFMaximum Lag=152026.06 | 16.65 | |
| PCMCI+Maximum Lag=152026.06 | 34.09 | |
| cMLPMaximum Lag=152026.06 | 35.85 | |
| DYNOTEARSMaximum Lag=152026.06 | 85.21 | |
| cRNNMaximum Lag=152026.06 | 107.78 | |
| cLSTMMaximum Lag=152026.06 | 131.27 |