Synthetic Hypergraph
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Hypergraph Parameter Estimation | Synthetic Hypergraph K=8, rho in [0,1] | RMSE (Means)0.0238 | 54 | |
| Synthetic hypergraph generation | Synthetic Hypergraph K=2, rho_i in [1, 2] | RMSE (Means)0.017 | 54 | |
| Node Classification | Synthetic Hypergraph Io = 50 | Mean Accuracy99.04 | 15 | |
| Node Classification | Synthetic Hypergraph (Io = 30) | Mean Accuracy97.84 | 15 | |
| Node Classification | Synthetic Hypergraph Io = 10 | Mean Accuracy95.6 | 15 | |
| Hypergraph Generation | Synthetic Hypergraph N=800, M=800 | RMSE Mean0.0179 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=800, M=400 | RMSE (Means)0.0268 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=800, M=200 | RMSE Mean0.0364 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=400, M=800 | RMSE (Means)0.0185 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph (N=400, M=400) | RMSE (Mean)0.0271 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=400, M=200 | RMSE Mean0.0348 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=200, M=800 | RMSE Mean0.0171 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=200, M=400 | RMSE Mean0.0263 | 12 | |
| Hypergraph Generation | Synthetic Hypergraph N=200, M=200 | RMSE Mean0.0485 | 12 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph (N=800, M=800) (test) | RMSE (Means)0.0262 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph N=800, M=400 (test) | RMSE (Means)0.0301 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph N=800, M=200 (test) | RMSE (Means)0.0395 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph (N=400, M=800) (test) | RMSE (Means)0.0268 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph N=400, M=400 (test) | RMSE (Means)0.0335 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph (N=400, M=200) (test) | RMSE (Means)0.0392 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph (N=200, M=800) (test) | Mean RMSE0.0262 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph N=200, M=400 (test) | RMSE (Means)0.0334 | 6 | |
| Hypergraph Parameter Estimation | Synthetic Hypergraph N=200, M=200 (test) | RMSE (Means)0.0357 | 6 |
Showing 23 of 23 rows