CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging

Benchmark Model Rank Results
code-generation-on-appsCodeSim (GPT4)#9Introductory Pass@1: 26.04Interview Pass@1: 4.21
code-generation-on-codecontestsCodeSim (GPT4)#4Test Set pass@1: 28.4
code-generation-on-mbppCodeSim (GPT4o)#5Accuracy: 90.7