Causal Discovery on Flood (Runtime)
0.6Runtime (s)VAR (Ref. Only)
Evaluation results
| Method | Links | |
|---|---|---|
| VAR (Ref. Only)Maximum Lag=152026.06 | 0.6 | |
| Our MethodLag=32026.06 | 13.6563 | |
| Our MethodMaximum Lag=152026.06 | 20.5 | |
| VARLiNGAMMaximum Lag=152026.06 | 54.87 | |
| cMLPLag=32026.06 | 74.311 | |
| PCGCEMaximum Lag=152026.06 | 86.29 | |
| TiMINoMaximum Lag=152026.06 | 91.03 | |
| TCDFLag=32026.06 | 100.1634 | |
| cRNNLag=32026.06 | 100.4467 | |
| cLSTMLag=32026.06 | 109.4319 | |
| TCDFMaximum Lag=152026.06 | 258.03 | |
| cMLPMaximum Lag=152026.06 | 277.24 | |
| cLSTMMaximum Lag=152026.06 | 727.86 | |
| DYNOTEARSMaximum Lag=152026.06 | 795.53 | |
| cRNNMaximum Lag=152026.06 | 1,612.64 | |
| MVGCMaximum Lag=152026.06 | 4,842.76 |