Causal Inference on Cora semi-synthetic
0.3352Mean MSEGraph R-Learner (GNN+GNN)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Graph R-Learner (GNN+GNN)Graph Awareness=Graph-Aware, Final Stage Architecture=GNN+GNN2025.11 | 0.3352 | 0.0157 | |
| Hybrid R-Learner (MLP+GNN)Graph Awareness=Graph-Aware, Final Stage Architecture=MLP+GNN2025.11 | 0.3488 | 0.0278 | |
| Ablation (GNN+Linear)Graph Awareness=Graph-Blind, Final Stage Architecture=GNN+Linear2025.11 | 1.2175 | 0.0665 | |
| Baseline (MLP+Linear)Graph Awareness=Graph-Blind, Final Stage Architecture=MLP+Linear2025.11 | 2.315 | 0.1881 | |
| GNN T-LearnerMethod Category=External Baseline2025.11 | 2.4012 | 0.3704 |