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Clinical Text-to-SQL on EpiAskKB 2025 (test)

93.3Accuracy

Gemini3Pro

Updated 1mo ago

Evaluation Results

Method	Links
Gemini3Pro 2026.02		93.3	0.708	0.623	0.604	3.8
Gemini3Pro 2026.02		93.3	0.62	0.532	0.715	20.6
Gemini3Pro 2026.02		88.8	0.642	0.578	0.593	5.9
Gemini3Pro 2026.02		88.8	0.635	0.542	0.595	10.7
KimiK2 2026.02		78.9	0.599	0.418	0.853	27.8
Claude4.5S 2026.02		78.9	0.593	0.395	0.611	0
Claude4.5S 2026.02		78.9	0.575	0.426	0.622	16.8
Claude4.5S 2026.02		78	0.633	0.4	0.744	30.8
Claude4.5S 2026.02		77.6	0.595	0.466	0.694	10.3
KimiK2 2026.02		76.1	0.632	0.446	0.815	41.7
GPT-OSS 2026.02		75.5	0.615	0.41	0.828	34.3
KimiK2 2026.02		75.2	0.635	0.444	0.791	44.7
Pooled 2026.02		74.4	0.6	0.461	0.762	33.6
KimiK2 2026.02		74.3	0.548	0.417	0.817	40.5
GPT-OSS 2026.02		71.6	0.6	0.416	0.731	31.2
GPT-OSS 2026.02		71.6	0.615	0.384	0.831	34.2
GPT-OSS 2026.02		71.6	0.612	0.391	0.818	35
Qwen3 2026.02		55	0.618	0.505	0.818	59.2
Qwen3 2026.02		54.2	0.617	0.531	0.748	42.6
Qwen3 2026.02		54.1	0.63	0.498	0.786	65.8
Qwen3 2026.02		53.3	0.605	0.544	0.764	54.3