| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Two-Sample Testing | L3 d=512 | Testing Power17.6 | 8 | |
| Two-Sample Testing | L3 d=256 | Testing Power28 | 8 | |
| Action-component payoff optimization | L3 warmup (off-diagonal) | Per-Interaction Payoff4.17 | 8 | |
| Literature-to-Production | L3 Literature-to-Production | LPR86.7 | 4 | |
| Semantic Reasoning | L3 (out-of-distribution) | Accuracy (Series Comparison)67 | 2 |