Mechanism Recovery on Synthetic nonlinear (test)
1.467k* MAEAC-GATE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AC-GATEScenario=nonlin., Seeds=202026.05 | 1.467 | 0.907 | |
| No Recon Reg.Scenario=nonlin., Seeds=202026.05 | 1.467 | 0.909 | |
| No AC EncoderScenario=nonlin., Seeds=202026.05 | 2.435 | 0 | |
| Plain LSTMScenario=nonlin., Seeds=202026.05 | 2.611 | 0.344 | |
| GA-NetScenario=nonlin., Seeds=202026.05 | 2.689 | 0.477 | |
| TFTScenario=nonlin., Seeds=202026.05 | 2.718 | 0.474 | |
| Uniform LagScenario=nonlin., Seeds=202026.05 | 3.102 | 0 |