Medical Diagnosis on CXR14 (external) benchmark leaderboard · SOTA2 Research

Medical Diagnosis on CXR14 (external)

71.26Precision for EdemaDeepMedix

Updated 5mo ago

Evaluation Results

Method	Links
DeepMedix2025.09		71.26	52.54	60.49	63.92	35.23	45.42	70.99	40.97	51.96	56.49	95.74	71.05	50	100	66.67	50	100	66.67	61.47	62.83	62.14	61.72	64.98	59.45
CheXagent2025.09		65.75	81.36	72.73	50.5	28.98	36.82	71.73	60.35	65.55	90.24	26.24	40.66	82.14	72.44	76.99	54.29	67.86	60.32	64.29	67.7	65.95	68.28	56.56	59.32
HuatuoGPT-Vision2025.09		65.59	51.69	57.82	59.52	14.2	22.94	46.34	16.74	24.6	48.89	15.6	23.66	59.82	52.76	56.07	50.68	88.1	64.35	51.79	96.02	67.29	54.12	46.9	43.9
MedGemma2025.09		63.83	76.27	69.5	61.11	6.25	11.34	62.2	79.74	69.88	65.14	80.85	72.15	60.23	83.46	69.97	56.25	10.71	18	60.7	61.5	61.1	61.56	58.41	54.46
Qwen2.5-VL-7B2025.09		63.64	11.86	20	0	0	0	52.83	12.33	20	62.07	25.53	36.18	55.56	27.56	36.84	53.73	42.86	47.68	54.74	56.19	55.46	47.3	25.57	30.59
DeepMedix-R12025.09		62.94	90.68	74.31	60.08	81.25	69.08	65.74	83.7	73.64	58.87	96.45	73.12	61.29	89.76	72.84	60.58	98.81	75.11	60.71	82.74	70.04	61.56	87.48	72.14
Qwen2.5-VL-32B2025.09		56.16	34.75	42.93	50.79	18.18	26.78	51.19	37.89	43.54	55.37	47.52	51.15	20	0.79	1.52	57.14	9.52	16.33	63.57	39.38	48.63	51.61	29.18	35.6
Qwen2.5-VL-7B (think)2025.09		54.55	10.17	17.14	50.58	49.43	50	44.44	4.23	7.73	50.18	97.87	66.35	52.27	54.33	53.28	52.17	14.29	22.43	54.62	31.42	39.89	51.06	37.42	37.04
LLaVA-Rad2025.09		51.08	100	67.62	50.29	100	66.92	50	99.12	66.47	49.64	97.87	65.87	49.8	99.21	66.32	50.3	100	66.93	50	100	66.67	50.12	99.47	66.65
DeepSeek-VL-7B2025.09		49.57	96.61	65.52	49.84	90.91	64.39	50	98.24	66.27	49.43	92.91	64.53	50.42	93.7	65.56	51.85	100	68.29	49.78	98.23	66.07	50	95.73	65.68