| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| AMG Solver Convergence | Watts-Strogatz | Convergence Rate100 | 24 | |
| Solving Sparse Linear Systems | Watts-Strogatz Random Weights Asymmetric | Average Iteration Count109 | 23 | |
| Distribution-on-distribution regression over graphs | Watts-Strogatz k=45, p=0.5 Simulated (test) | 2-Wasserstein Distance10.85 | 8 | |
| Distribution-on-distribution regression over graphs | Watts-Strogatz (k=25, p=0.3) Simulated (test) | 2-Wasserstein Distance8.87 | 8 | |
| Graph Generation | Watts Strogatz | Degree2.98 | 6 |