Disease Diagnosis on Open-I benchmark leaderboard · SOTA2 Research

Disease Diagnosis on Open-I

99.22AccuracyOracle

Evaluation Results

Method	Links
Oracle2026.02		99.22	58	94.8	61.11	60.71	—
MedMIX2026.05		94.63	72.46	—	—	95.7	77.8
Note-Large2026.05		93.63	69.8	—	—	93.85	74.81
M3Care2026.05		92.65	66.12	—	—	94.19	72.7
AdaCoMed2026.05		91.93	62.97	—	—	92.6	67.72
ToolSelect2026.02		87.64	43.8	48.55	57.31	45.09	—
MeanAvg2026.05		87.64	72.01	—	—	89.04	54.85
OneLLM2026.05		87.32	71.24	—	—	87.84	56.35
Concat2026.05		85.57	68.29	—	—	86.22	48.17
Attention2026.05		84.49	65.63	—	—	84.77	46.27
R-All2026.02		84.08	6.61	47.12	14.49	40.84	—
Max2026.05		83.61	66.21	—	—	84.77	45.66
RouterDC2026.02		81.52	8.51	33.24	19.47	38.11	—
E-T-C142026.02		78.21	7.37	31.84	22.9	37.19	—
R-MKP2026.02		78.17	8.21	20.73	23.83	37.73	—
R-BioViL2026.02		78.13	6.82	30.45	22.55	37.69	—
E-B-C142026.02		78.13	7.97	21.2	23.35	37.76	—
D-MV22026.02		78.1	9.61	37.9	25.46	38.27	—
E-S-C142026.02		78.03	8.01	31.92	23.46	36.55	—
R-MGCA2026.02		77.96	8.61	27.39	24.29	37.46	—
Front-Large2026.05		76.26	34.27	—	—	74.82	31.55
Side-Large2026.05		74.66	29.77	—	—	71.04	27.52
D-All2026.02		68.34	12.36	11.05	26.95	39.13	—
Hybrid LLM2026.02		66.13	8	13.8	19.06	35.58	—
D-PC2026.02		60.22	13.35	9.72	42.39	38.74	—
Random2026.02		60.15	9.54	7.56	27.19	32.2	—
D-NIH2026.02		53.88	12.54	9.85	42.93	36.91	—
AutoMix2026.02		51.14	10.53	16.07	23.56	35.68	—
D-CX2026.02		42.02	10.59	9.12	29.71	36.24	—
MF Router2026.02		33.97	11.98	13.41	38.41	36.34	—
MLP Router2026.02		33.69	9.01	11.46	31.92	34.29	—
SVM Router2026.02		33.33	11.76	13.7	37.59	36.77	—
KNN Router2026.02		30.16	11.52	11.63	38.75	35.09	—
E-T-CX2026.02		28.63	9.12	9.54	37.83	35.67	—
E-S-CX2026.02		28.53	11.44	11.5	39.91	35.43	—
Elo Router2026.02		28.53	11.44	11.5	39.91	35.43	—
D-M-NB2026.02		28.21	10.82	7.91	36.71	33.16	—
D-M-Ch2026.02		20.69	11.95	7.88	48.44	33.5	—
D-RSNA2026.02		12.32	11.07	8.84	54.16	32.15	—
Graph Router2026.02		12.32	11.07	8.84	54.16	32.15	—
Causal LLM2026.02		12.32	11.07	8.84	54.16	32.15	—