Causal Discovery on Mediator
86Structural F1Causal-INSIGHT
Evaluation results
| Method | Links | |
|---|---|---|
| Causal-INSIGHTBackbone=CNN2026.03 | 86 | |
| Causal-INSIGHTBackbone=LSTM2026.03 | 84 | |
| Causal-INSIGHTBackbone=CausalFormer2026.03 | 83 | |
| Causal-INSIGHTBackbone=MLP2026.03 | 80 | |
| CausalFormer2026.03 | 71 | |
| cMLP2026.03 | 61 | |
| CUTS2026.03 | 59 | |
| TCDF2026.03 | 56 | |
| cLSTM2026.03 | 54 |