method_id,evaluated,n,parse_rate,feasible_rate,infeasible_agreement,mean_gap,mean_fidelity,mean_seconds,mean_cost_usd,n_optimal
heuristic,True,100,1.0,0.91,0.0,0.031919404673584915,1.0,7.628599880263209e-05,0.0,0
json-extractor+solver,True,100,1.0,0.92,1.0,2.613101900343095e-18,1.0,0.004290478996699676,0.0,92
naive-direct,True,100,1.0,0.22,0.0,0.0,1.0,4.173900291789323e-05,0.0,0
structured-solver,True,100,1.0,0.92,1.0,2.613101900343095e-18,1.0,0.004329786997986957,0.0,92
template-extractor+solver,True,100,0.6,0.6,0.0,2.033026425636911e-18,0.6,0.0030710569996153935,0.0,60
Qwen/Qwen3-4B-Instruct-2507,False,100,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated
Qwen/Qwen3.8-27B,False,100,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated
deepseek-ai/DeepSeek-V4.1-Flash,False,100,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated
moonshotai/Kimi-K3,False,100,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated
zai-org/GLM-5.3,False,100,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated,not_evaluated