Runtime Evaluation for Causal Discovery on Web 1
0.06Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.06 | |
| MVGCMaximum Lag=152026.06 | 2 | |
| VARLiNGAMMaximum Lag=152026.06 | 9.23 | |
| Our MethodMaximum Lag=152026.06 | 9.97 | |
| PCGCEMaximum Lag=152026.06 | 10.1 | |
| TiMINoMaximum Lag=152026.06 | 16.68 | |
| cMLPMaximum Lag=152026.06 | 43.48 | |
| TCDFMaximum Lag=152026.06 | 58.36 | |
| DYNOTEARSMaximum Lag=152026.06 | 64.06 | |
| PCMCI+Maximum Lag=152026.06 | 145.98 | |
| cLSTMMaximum Lag=152026.06 | 199.44 | |
| cRNNMaximum Lag=152026.06 | 216.56 | |
| tsFCIMaximum Lag=152026.06 | 4,649.73 |