UAI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | UAI 2010 (test) | Accuracy78.72 | 9 | |
| Marginal inference | UAI MAR-task All Families 2022 | MAE0.02 | 8 | |
| Marginal inference | UAI MAR-task (Random FGs) 2022 | MAE0.033 | 8 | |
| Marginal inference | UAI MAR-task (Promedas) 2022 | MAE0.013 | 8 | |
| Marginal inference | UAI MAR-task (Bayes Nets) 2022 | MAE0.015 | 8 | |
| Marginal inference | UAI MAR-task (Grid MRFs) 2022 | MAE0.019 | 8 | |
| Conformal Calibration | UAI ID 22 | ECE2.1 | 8 |
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