Medical Visual Question Answering on Medical VQA benchmark leaderboard · SOTA2 Research

Medical Visual Question Answering on Medical VQA

96.76Accuracy (CT)Evo-PI

Evaluation Results

Method	Links
Evo-PI2026.06		96.76	93.19	91.95	87.2	94.62	98.9	99.82	91.01	94.12
Evo-PI2026.06		96.28	93.34	90.81	87.39	92.98	99.34	99.82	90.38	93.91
Evo-PI2026.06		87.97	90.21	93.69	95.8	91.38	98.24	91.09	93.67	92.95
Evo-PI2026.06		87.97	90.21	93.69	95.8	94.18	98.24	91.09	93.67	92.95
Med-R12026.06		71.6	83.38	90.19	74.47	51.44	89.46	77.73	78.54	77.1
Qwen 2.5-VL-3B2026.06		71.03	60.78	69.81	59.86	53.64	68.39	44.09	74.62	62.78
Qwen 2-VL-7B2026.06		68.18	57.19	74.44	62.5	54.52	63.23	38.27	71.97	61.29
Qwen 2-VL-72B2026.06		67.97	65.31	72.58	67.84	69.39	72.76	51.39	72.11	68.05
Qwen 2.5-VL-7B2026.06		67.36	70.06	70.56	60.04	55.33	55.7	33.55	75.63	61.03
Qwen 2.5-VL-72B2026.06		66.18	69.75	71.04	69.37	63.64	69.22	69.85	79.81	67.71
HuatuoGPT-Vision2026.06		65.34	68.41	76.3	71.3	68.66	77.63	48.18	80.05	69.48
MedVInT2026.06		40.74	29.11	31.84	32.02	43.1	23.26	41.26	55.1	37.05
Qwen 2-VL-2B2026.06		40.23	41.77	46.85	42.08	44.1	38.28	38.64	48.23	42.52
Med-Flamingo2026.06		31.28	48.56	41.26	30.03	26.34	25.16	31.69	44.01	34.29
RadFM2026.06		27.56	39.21	36.86	27.97	24.06	32.8	16.57	30.95	29.5
LLaVA-Med2026.06		18.69	44.95	39.03	33.29	27.47	34.61	29.88	30.68	32.33