Causal Estimation on Simple synthetic dataset
1MAE (rank)GNN-CVAE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GNN-CVAE2026.05 | 1 | 3 | |
| NFDAG Constraint=None2026.05 | 2 | 2 | |
| CausalFlow-T2026.05 | 3 | 1 | |
| CVAE2026.05 | 3 | 5 | |
| TARNet2026.05 | 4 | 4 |
| Method | Links | ||
|---|---|---|---|
| GNN-CVAE2026.05 | 1 | 3 | |
| NFDAG Constraint=None2026.05 | 2 | 2 | |
| CausalFlow-T2026.05 | 3 | 1 | |
| CVAE2026.05 | 3 | 5 | |
| TARNet2026.05 | 4 | 4 |