| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification | Synth. Cycle (five-fold) | Accuracy88.3 | 15 | |
| Selective Regression | cycle (test) | Conditional Large-Loss Rate26.7 | 12 | |
| Regression | cycle (test) | Marginal Coverage90 | 7 | |
| Regression | cycle outliers (test) | Mean Outlier Coverage91 | 7 | |
| Regression | cycle | SMIS18.27 | 7 | |
| Regression | cycle n=9568 (test) | ILR1.05 | 7 | |
| Cycle Counting | CYCLE synthetic (test) | 3-Cycles Proportion0.3515 | 7 |