Causal Discovery on VAR
100AUROCM2C(MSE)
Evaluation Results
| Method | Links | |
|---|---|---|
| M2C(MSE)T=5002026.05 | 100 | |
| M2C(MSE)T=10002026.05 | 100 | |
| M2C(NLL)T=5002026.05 | 100 | |
| M2C(NLL)T=10002026.05 | 100 | |
| CUTS+T=10002026.05 | 99 | |
| eSRUT=10002026.05 | 98 | |
| CUTS+T=5002026.05 | 97 | |
| cMLP(NGC)T=5002026.05 | 94 | |
| cMLP(NGC)T=10002026.05 | 93 | |
| eSRUT=5002026.05 | 93 | |
| SRUT=10002026.05 | 91 | |
| SRUT=5002026.05 | 82 | |
| cLSTM(NGC)T=10002026.05 | 80 | |
| cLSTM(NGC)T=5002026.05 | 79 | |
| CausalformerT=10002026.05 | 79 | |
| TCDFT=10002026.05 | 78 | |
| TCDFT=5002026.05 | 77 | |
| CausalformerT=5002026.05 | 66 |