Power Converter Topology Generation on Power Converter Topologies (test)
90.47Syntax CorrectnessPretrain+Evo
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Pretrain+EvoAlignment=Evolutionary (PowerGenie), SFT=No, Topologies per run=1,0002026.01 | 90.47 | 86.2 | 3,073 | 32 | |
| Pretrain+SFT+PPOAlignment=PPO, SFT=Yes, Topologies per run=1,0002026.01 | 47.63 | 39.7 | 277 | 26.8 | |
| Pretrain+SFT+DPOAlignment=DPO, SFT=Yes, Topologies per run=1,0002026.01 | 44.67 | 37.67 | 203 | 26.4 | |
| Pretrain+DPOAlignment=DPO, SFT=No, Topologies per run=1,0002026.01 | 35.3 | 1.5 | 50 | 25.3 | |
| Pretrain+PPOAlignment=PPO, SFT=No, Topologies per run=1,0002026.01 | 34.8 | 1.37 | 50 | 24.4 |