| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Quantile Regression | Scenario 1 n=1000 | MSE (τ=0.05)0.3316 | 16 | |
| Constrained Motion Planning | Scenario 1 1.0 (test) | Success Rate100 | 8 | |
| Cross-OS APT Detection | Scenario 1 Android → BSD | ROC-AUC0.96 | 5 | |
| Cross-OS APT Detection | Scenario 1 Windows → Linux | ROC-AUC81 | 5 | |
| Cross-OS APT Detection | Scenario 1 Windows → BSD | ROC-AUC79 | 5 | |
| Cross-OS APT Detection | Scenario 1 BSD → Linux | ROC-AUC98 | 5 | |
| Cross-OS APT Detection | Scenario 1 BSD → Windows | ROC-AUC81 | 5 | |
| Cross-OS APT Detection | Scenario 1 Linux → BSD | ROC-AUC0.98 | 5 | |
| Joint Quantile Regression | Scenario 1 Model B (n=5000) | MSE (τ=0.05)0.0767 | 4 |