Medical Question Answering on OralQA-ZH (test) benchmark leaderboard · SOTA2 Research

Medical Question Answering on OralQA-ZH (test)

82.71Endo AccuracyOralAgent

Evaluation Results

Method	Links
OralAgent2026.04		82.71	85.39	74.44	63.69	33.33	87.04	82.14	83.33	60.98	62.07	67.5	73.31
OralAgent2026.04		81.2	92.13	85	77.98	41.67	88.89	85.71	75	78.05	79.31	87.5	82.08
OralAgent2026.04		81.2	91.01	84.44	69.05	25	92.59	85.71	75	75.61	86.21	80	79.45
OralAgent2026.04		79.7	92.13	80	71.43	41.67	88.89	78.57	83.33	65.85	86.21	77.5	78.32
OralAgent2026.04		78.2	86.52	81.11	72.62	37.5	90.74	89.29	83.33	68.29	82.76	82.5	78.57
OralAgent2026.04		74.53	88.05	81.71	49.52	34	86.05	82.07	41.04	44.39	57.01	53.08	69.02
GPT-5.42026.04		74.44	89.89	76.11	66.07	37.5	90.74	82.14	58.33	63.41	75.86	82.5	74.69
OralAgent2026.04		74.44	87.64	73.89	61.9	25	83.33	71.43	83.33	70.73	65.52	67.5	71.43
Grok-42026.04		73.68	85.39	77.78	65.48	45.83	81.48	78.57	58.33	60.98	82.76	80	73.81
Qwen3.5-27B2026.04		72.93	71.91	82.78	76.19	33.33	88.89	78.57	58.33	60.98	86.21	75	75.56
OralAgent2026.04		72.18	86.52	74.44	60.12	41.67	81.48	57.14	66.67	70.73	68.97	75	70.8
OralAgent2026.04		71.43	77.53	64.44	55.95	25	81.48	57.14	75	63.41	75.86	70	65.79
Lingshu-32B2026.04		69.92	82.02	58.89	59.52	25	77.78	78.57	58.33	53.66	65.52	67.5	64.79
MedDr-42B2026.04		68.42	67.42	56.67	54.76	25	70.37	60.71	50	56.1	65.52	70	60.4
OralAgent2026.04		66.92	83.15	65.56	57.74	29.17	79.63	57.14	50	68.29	79.31	82.5	66.92
OralAgent2026.04		65.41	67.42	54.44	54.17	33.33	72.22	35.71	41.67	65.85	62.07	70	59.02
GPT-5-nano2026.04		63.91	80.9	60	51.19	25	77.78	60.71	50	58.54	72.41	80	62.53
Kimi-k2.52026.04		62.41	65.17	59.44	57.74	29.17	75.93	82.14	75	68.29	34.48	70	61.53
HuatuoGPT-V-34B2026.04		58.65	67.42	47.78	45.83	25	61.11	35.71	33.33	51.22	62.07	72.5	52.88
MiniMax-M2.7-Guan2026.04		57.89	62.92	56.11	50	25	59.26	53.57	33.33	34.15	48.28	57.5	53.38
Gemini-3.1-pro-thinking2026.04		55.64	71.91	69.44	31.55	0	90.74	71.43	58.33	19.51	3.45	12.5	50.88
GLM-4.7-Guan2026.04		41.35	22.47	18.89	17.86	0	9.26	14.29	33.33	34.15	55.17	40	24.81
OralAgent2026.04		36.84	58.43	53.89	41.67	25	74.07	50	50	51.22	31.03	45	47.87
Hulu-Med-14B2026.04		30.83	31.46	47.22	54.17	29.17	24.07	10.71	58.33	53.66	75.86	62.5	43.11