Quantum architecture compilation on 36-circuit benchmark suite Quantum Machine Learning
26,460.1Geometric Mean Execution Time120b-best-restart-3
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 120b-best-restart-3Model=gpt-oss-120b, Search strategy=evolution with three best-solution restarts, Token budget=49,152 (initial rounds) + 65,536 (final round)2026.04 | 26,460.1 | -22.8 | |
| baselineDescription=Fixed scaffold baseline2026.04 | 34,286.5 | — | |
| 120b-initialModel=gpt-oss-120b, Search strategy=single round, Token budget=49,1522026.04 | 35,115 | 2.4 | |
| 20b-initialModel=gpt-oss-20b, Search strategy=single round, Token budget=65,5362026.04 | 43,625.8 | 27.2 |