USA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node-level classification | USA | Accuracy85.3 | 36 | |
| Node clustering | USA (test) | Conductance (C)0.08 | 15 | |
| Graph Reconstruction Attack | USA | ROC-AUC91.3 | 14 | |
| Node Classification | USA | Accuracy83 | 7 | |
| Crop Classification | USA 2020 (test) | Overall Accuracy96.37 | 6 | |
| Crop Classification | USA 2017 (test) | Overall Accuracy95.52 | 6 | |
| Precipitation Forecasting | USA | Parameters (M)0.045 | 6 | |
| Precipitation Forecasting | USA ERA5 (test) | POD (0.2 mm/h)47.1 | 6 | |
| Joinable Table Discovery | USA | Precision@592 | 6 | |
| Edge Recovery | USA | AUC87 | 4 | |
| Edge Reconstruction | USA | AUC76.9 | 4 | |
| Link Stealing | USA | RAUC73.2 | 3 | |
| Attribution Graph Interpretation | USA standard defaults | Hit Rate31.4 | 3 | |
| Node Classification and Link Privacy | USA | RAUC (A; H_A^all)0.716 | 1 |
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