Retrosynthesis planning on USPTO Easy
100Solve RateLLM-Syn-Planner
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM-Syn-PlannerBackbone=GPT-4o, N=5002025.05 | 100 | |
| LLM-Syn-PlannerBackbone=DeepSeek-V3, N=5002025.05 | 100 | |
| LLM-Syn-PlannerBackbone=GPT-4o, N=3002025.05 | 99.5 | |
| LLM-Syn-PlannerBackbone=DeepSeek-V3, N=3002025.05 | 99.5 | |
| RootAlignedSearch Strategy=Retro*, N=1002025.05 | 99 | |
| RootAlignedSearch Strategy=Retro*, N=3002025.05 | 99 | |
| RootAlignedSearch Strategy=Retro*, N=5002025.05 | 99 | |
| RootAlignedSearch Strategy=MCTS, N=3002025.05 | 98.5 | |
| RootAlignedSearch Strategy=MCTS, N=5002025.05 | 98.5 | |
| RootAlignedSearch Strategy=MCTS, N=1002025.05 | 98 | |
| LocalRetroSearch Strategy=Retro*, N=5002025.05 | 98 | |
| Graph2EditsSearch Strategy=Retro*, N=5002025.05 | 97.5 | |
| LocalRetroSearch Strategy=Retro*, N=3002025.05 | 97.5 | |
| Graph2EditsSearch Strategy=MCTS, N=5002025.05 | 96.5 | |
| LocalRetroSearch Strategy=MCTS, N=5002025.05 | 95.5 | |
| Graph2EditsSearch Strategy=Retro*, N=3002025.05 | 95.5 | |
| LocalRetroSearch Strategy=Retro*, N=1002025.05 | 95.5 | |
| LocalRetroSearch Strategy=MCTS, N=3002025.05 | 94.5 | |
| Graph2EditsSearch Strategy=MCTS, N=3002025.05 | 93.5 | |
| LLM-Syn-PlannerBackbone=DeepSeek-V3, N=1002025.05 | 93 | |
| LocalRetroSearch Strategy=MCTS, N=1002025.05 | 92.5 | |
| Graph2EditsSearch Strategy=Retro*, N=1002025.05 | 92 | |
| LLM-Syn-PlannerBackbone=GPT-4o, N=1002025.05 | 91 | |
| Graph2EditsSearch Strategy=MCTS, N=1002025.05 | 90 | |
| LLMSearch Strategy=MCTS, N=5002025.05 | 75.5 | |
| LLMSearch Strategy=Retro*, N=5002025.05 | 75.5 | |
| LLMSearch Strategy=Retro*, N=3002025.05 | 69 | |
| LLMSearch Strategy=MCTS, N=3002025.05 | 68.5 | |
| LLMSearch Strategy=Retro*, N=1002025.05 | 56 | |
| LLMSearch Strategy=MCTS, N=1002025.05 | 54.5 |