Top-K Selection on CUDA-LLM task suite
5.9TimeOptiML
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OptiMLOptimization=OptiML (G+X)2026.02 | 5.9 | 1.07 | 31.94 | 33.82 | 29.38 | 594 | 1,943 | 942 | 72.27 | 44 | |
| HPC-Coder-V2 + OptiML-XOptimization=OptiML-X2026.02 | 6.05 | 1.04 | 31.04 | 35.21 | 28.69 | 608 | 1,996 | 959 | 71.02 | 44 | |
| GPT 5.1 + OptiML-XOptimization=OptiML-X2026.02 | 6.3 | — | 30.18 | 36.42 | 28.07 | 626 | 2,058 | 973 | 70.12 | 44 | |
| StarCoder2 + OptiML-XOptimization=OptiML-X2026.02 | 6.41 | 0.98 | 29.55 | 36.71 | 27.82 | 633 | 2,079 | 986 | 69.51 | 44 | |
| Qwen2.5-Coder + OptiML-XOptimization=OptiML-X2026.02 | 6.72 | 0.94 | 28.66 | 37.16 | 27.14 | 654 | 2,146 | 1,009 | 68.64 | 44 |