| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Correctness Prediction | Global Pooled Datasets | WP-AUC0.723 | 12 | |
| Signed Distance Function Representation | Global Average | IoU81.7 | 10 | |
| Code Generation | Global (test) | Pass@113.33 | 6 | |
| Skill routing | global | Reward89.45 | 4 | |
| Anomaly Detection | Global High-Noise Regime η = 0.9 α = 0.9 (maximum feature corruption) | ROC AUC99 | 2 | |
| Anomaly Detection | Global High-Purity Regime (low-noise) η = 0.1 α = 0.1 | ROC AUC98.3 | 2 | |
| Anomaly Detection | Global Full Experimental Grid (All tested scenarios) | ROC AUC98.7 | 2 |