Synthetic Graphs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Causal Discovery | Synthetic Graphs (ER4, SF4) with Gaussian, Gumbel, and exponential noise | SHD4.28 | 15 | |
| Subgraph Counting | Synthetic graphs (test) | MAE (Triangle)0.0118 | 7 | |
| Skeleton Recovery | Synthetic Graphs (d=500, n=1000) | Time (s)170.4 | 3 | |
| Skeleton Recovery | Synthetic Graphs d=200, n=1000 | Time (s)25.3 | 3 | |
| Skeleton Recovery | Synthetic Graphs (d=100, n=1000) | Time (s)14.1 | 3 |
Showing 5 of 5 rows