SBM graphs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph Generation | SBM Graphs (test) | Degree250.06 | 25 | |
| Link Prediction | SBM graphs OOD Inductive Nte = 10^4 | Hit Rate @ 1096.97 | 16 | |
| Link Prediction | SBM graphs In-distribution Inductive Nte = Ntr | Hits@1097.01 | 16 | |
| Link Prediction | SBM graphs In-distribution Transductive | HR@1096.92 | 16 | |
| Community Detection | 5-community dissociative SBM graphs n=400, C=5 (test) | Average Overlap0.21 | 6 | |
| Graph Generation | SBM graphs | Validity (%)90 | 5 | |
| Graph Generation | Expanded SBM Graphs N_train = 8192 (test) | VUN78.03 | 5 |
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