AINativeBench / data /processed /RQ1 /SocialMediaManager-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-5,60,0.0,0.43333333333333335,0.43333333333333335,0.8469110734179652,0.8568376068376068,1.0,0.11666666666666667,0.6975030072672707
GPT-4o-mini,60,0.06666666666666667,0.7333333333333333,0.8833333333333333,0.6119057847008125,0.9880341880341881,1.0,0.8666666666666667,0.9777416371122887
DeepSeek-V3-1,60,0.15,0.9166666666666666,0.9333333333333333,0.7351899269919712,0.9833333333333333,1.0,0.7333333333333333,0.9326965518533512
DeepSeek-R1,60,0.0,0.08333333333333333,0.2,0.6247538166557395,0.8645299145299145,0.7547619047619047,1.0,1.0
Gemini-2.5-flash,60,0.0,0.0,0.0,0.9672982456140351,0.3491452991452991,0.0,0.1,0.6069178073917658
Gemini-2.5-flash-nothinking,60,0.0,0.0,0.0,0.9828070175438596,0.34615384615384615,0.0047619047619047615,0.15,0.5547991380553245
Qwen3-235b,60,0.0,0.31666666666666665,0.38333333333333336,0.8458297461101192,0.8700854700854701,0.9833333333333333,0.6,0.800482083257874