| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| DC-DC | Erdős-Rényi | Performance Ratio0.902 | 24 | |
| DE-DC | Erdős-Rényi | Performance Ratio0.902 | 24 | |
| DC-DE | Erdős-Rényi | Performance Ratio83.3 | 24 | |
| DE-DE | Erdős-Rényi | Performance Ratio83.3 | 24 | |
| MaxCut | Erdős–Rényi p = 0.1 (test) | Energy-142.51 | 16 | |
| Graph Classification | Erdös-Rényi 85/15 stratified Synthetic | Accuracy82.26 | 7 | |
| Vertex Cover | Erdős–Rényi ER1024 (|E| = 2.5N) | Energy0.759 | 4 | |
| Vertex Cover | Erdős–Rényi ER512 (|E| = 2.5N) | Energy0.727 | 4 | |
| Vertex Cover | Erdős–Rényi ER256 (|E| = 2.5N) | Energy0.685 | 4 | |
| Vertex Cover | Erdős–Rényi ER64 (|E| = 2.5N) | Energy0.657 | 4 | |
| Causal Discovery | Erdős-Rényi Avg Deg 20 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 18 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 16 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 14 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 12 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 10 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 8 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 6 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 4 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi Avg Deg 2 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi 100 variables, Avg Deg 12 | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi 100 variables, Avg Deg 20 (synthetic) | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi 100 variables, Avg Deg 18 (synthetic) | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi 100 variables, Avg Deg 16 (synthetic) | Metric- | 0 | |
| Causal Discovery | Erdős-Rényi 100 variables, Avg Deg 14 (synthetic) | Metric- | 0 |