PolBlogs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Synthetic Network Generation | PolBlogs | GFDL1 Score0.72 | 29 | |
| Link Prediction | Polblogs | AUC97.3 | 25 | |
| Synthetic Network Generation | PolBlogs | Triangle Similarity (MMD)0.59 | 11 | |
| Node Classification | PolBlogs | Accuracy85.23 | 9 | |
| Node Classification | PolBlogs 20% (train val) | Accuracy87.4 | 8 | |
| Node Classification | PolBlogs (5% train val) | Accuracy95.2 | 8 | |
| Synthetic Network Generation | PolBlogs | Orbit0.29 | 5 | |
| Community Detection | PolBlogs | Precision92 | 5 | |
| Synthetic Network Generation | PolBlogs | Triangle Density Error0.02 | 4 | |
| Node Classification | PolBlogs 10% (train val) | Accuracy84.2 | 4 | |
| Node Classification | Polblogs | F1 Score93 | 4 | |
| Node Clustering | PolBlogs | ARI82.1 | 3 |
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