Out-of-distribution generalization on MedMNIST+ benchmark leaderboard · SOTA2 Research

Out-of-distribution generalization on MedMNIST+

32.72PathMNIST AccuracyBioMedCoOp

Evaluation Results

Method	Links
BioMedCoOp2026.04		32.72	29.38	31.45	26.89	32.92	30.35	28.21	34.91	33.51	32.62	33.74	31.52	—
MaPLe2026.04		32.51	22.79	31.95	25.39	31.68	30.16	31.32	32.96	32.44	34.09	33.33	30.78	—
KgCoOp2026.04		32.43	23.29	31.5	22.12	33.18	29.78	28.5	34.88	33.02	33.55	35.04	30.66	—
TCP2026.04		32.18	23.17	32.47	26.15	31.99	30.75	31.8	32.58	33.8	34.55	32.68	31.1	—
PromptSRC2026.04		32.11	24.42	32.43	25.01	32.24	31.02	32.6	34.14	33.3	34.23	33.24	31.34	—
ProGrad2026.04		32.08	22.86	31.03	23.34	33.65	30.14	28.84	33.6	34.68	33.83	34.32	30.76	—
CoOp2026.04		31.94	22.73	31.56	21.18	34.68	29.27	29.57	31.06	33.83	34.2	34.78	30.44	—
BioVLM2026.04		31.55	29.41	32.89	28.19	31.37	28.93	30.38	36.28	34.34	36.57	35.83	32.34	0.82
CoCoOp2026.04		29.68	26.67	30.53	26.05	30.06	25.54	28.45	30.73	34.7	35.47	32.38	30.02	—