| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Syntactic Correctness | C++ | Syntactic Correctness100 | 100 | |
| Student Simulation | C++_5 | Acc86 | 72 | |
| Grammar-Constrained Decoding | C++ | Relative Inference Time64.07 | 40 | |
| Functional Correctness | C++ | Success Rate U43.9 | 20 | |
| Structured Generation | C++ | Mean Generation Latency (s)1.42 | 9 | |
| Adversarial Code Compliance | C++ | Decoupling Probability100 | 9 |