Runtime (s) on Web 2 (Causal Discovery)
0.06Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.06 | |
| MVGCMaximum Lag=152026.06 | 3.48 | |
| PCGCEMaximum Lag=152026.06 | 5.62 | |
| Our MethodLag=32026.06 | 8.7547 | |
| VARLiNGAMMaximum Lag=152026.06 | 9.6 | |
| TiMINoMaximum Lag=152026.06 | 12.77 | |
| Our MethodMaximum Lag=152026.06 | 13.99 | |
| cMLPLag=32026.06 | 24.1665 | |
| TCDFLag=32026.06 | 27.2121 | |
| cRNNLag=32026.06 | 48.5992 | |
| cMLPMaximum Lag=152026.06 | 54.03 | |
| cLSTMLag=32026.06 | 56.8454 | |
| TCDFMaximum Lag=152026.06 | 58.55 | |
| PCMCI+Maximum Lag=152026.06 | 61.36 | |
| cRNNMaximum Lag=152026.06 | 212.54 | |
| cLSTMMaximum Lag=152026.06 | 221.08 | |
| DYNOTEARSMaximum Lag=152026.06 | 403.92 |