AINativeBench / data /processed /RQ1 /SQLAssistant-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-5,60,0.0,0.0,0.0,0.710216572467953,0.8455128205128205,0.5111111111111111,0.7333333333333333,0.9541259804672831
GPT-4o-mini,60,0.0,0.03333333333333333,0.11666666666666667,0.6139856318524968,0.9237179487179487,0.7333333333333333,0.9166666666666666,0.987119099726327
DeepSeek-V3-1,60,0.0,0.13333333333333333,0.5166666666666667,0.6742082349496809,0.9647435897435898,0.9,0.9666666666666667,0.994820993004186
DeepSeek-R1,60,0.0,0.03333333333333333,0.1,0.5046934842758201,0.9025641025641026,0.6333333333333333,1.0,1.0
Gemini-2.5-flash,60,0.0,0.0,0.0,0.8898480380445231,0.7083333333333334,0.11666666666666667,0.48333333333333334,0.8111257161300077
Gemini-2.5-flash-nothinking,60,0.0,0.0,0.0,0.9013467830427566,0.7076923076923076,0.15555555555555553,0.45,0.8563129400604467
Qwen3-235b,60,0.0,0.18333333333333332,0.23333333333333334,0.77745545694024,0.9570512820512821,0.7555555555555554,0.9,0.985867622979996