Sorting on CUDA-LLM task suite
6.85TimeOptiML
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OptiMLOptimization=OptiML (G+X)2026.02 | 6.85 | 1.08 | 36.98 | 26.71 | 31.39 | 1,184 | 3,912 | 2,732 | 78.11 | 62 | |
| HPC-Coder-V2 + OptiML-XOptimization=OptiML-X2026.02 | 7.12 | 1.04 | 36.01 | 27.62 | 30.44 | 1,211 | 4,038 | 2,791 | 77.06 | 62 | |
| GPT 5.1 + OptiML-XOptimization=OptiML-X2026.02 | 7.4 | — | 35.26 | 28.44 | 29.87 | 1,247 | 4,112 | 2,862 | 76.18 | 62 | |
| StarCoder2 + OptiML-XOptimization=OptiML-X2026.02 | 7.66 | 0.97 | 34.27 | 28.86 | 29.21 | 1,284 | 4,185 | 2,904 | 75.01 | 62 | |
| Qwen2.5-Coder + OptiML-XOptimization=OptiML-X2026.02 | 7.95 | 0.93 | 33.64 | 29.13 | 28.88 | 1,319 | 4,292 | 2,953 | 74.22 | 62 |