Linear Programming Problem Solving on NLP4LP
83.8Solution Accuracy (SA)LLMOPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLMOPTBase LLM=Qwen1.5-14B2026.05 | 83.8 | 7 | |
| OptiMUS0.3Base LLM=o12026.05 | 80.6 | — | |
| ORPilotBase LLM=Claude Snonnet 4.6, Solver Backend=pulp2026.05 | 79.8 | 14.8 | |
| ORPilotBase LLM=Deepseek-Reasoner, Solver Backend=pulp2026.05 | 76.7 | 216.3 | |
| OptiMUS0.3Base LLM=GPT-4o2026.05 | 73.7 | — | |
| ORLMBase LLM=Deepseek-Math2026.05 | 72.9 | — | |
| ORPilotBase LLM=GPT-4o, Solver Backend=pulp2026.05 | 69.8 | 16.1 |