AINativeBench / data /processed /RQ1 /GameBuilder-MCP /evaluation_results.csv
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model,num_samples,exact_match,in_order_match,any_order_match,precision,recall,single_tool_use,unique_path_ratio,path_entropy
GPT-5,25,1.0,1.0,1.0,1.0,1.0,1.0,0.04,0.0
GPT-4o-mini,25,0.84,1.0,1.0,0.9232565284178187,1.0,1.0,0.2,0.41099875432915156
DeepSeek-V3-1,25,0.92,1.0,1.0,0.96,1.0,1.0,0.12,0.3042211976516048
DeepSeek-R1,25,1.0,1.0,1.0,1.0,1.0,1.0,0.04,0.0
Gemini-2.5-flash,25,0.0,0.0,0.0,1.0,0.7633333333333333,0.36,0.2,0.8786287728180736
Gemini-2.5-flash-nothinking,25,0.04,0.04,0.04,1.0,0.7966666666666665,0.72,0.2,0.8220041687221851
Qwen3-235b,25,0.84,0.92,0.92,0.9885714285714287,0.9866666666666667,1.0,0.16,0.437154777320283