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Medical Diagnosis on CXR14 (external)

71.26Precision for Edema

DeepMedix

Updated 1mo ago

Evaluation Results

Method	Links
DeepMedix 2025.09		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
CheXagent 2025.09		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-Vision 2025.09		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
MedGemma 2025.09		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-7B 2025.09		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-R1 2025.09		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-32B 2025.09		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-Rad 2025.09		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-7B 2025.09		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