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Disease Diagnosis on Open-I

99.22Accuracy

Oracle

Updated 15d ago

Evaluation Results

Method
Oracle 2026.02	99.22	58	94.8	61.11	60.71	-
MedMIX 2026.05	94.63	72.46	-	-	95.7	77.8
Note-Large 2026.05	93.63	69.8	-	-	93.85	74.81
M3Care 2026.05	92.65	66.12	-	-	94.19	72.7
AdaCoMed 2026.05	91.93	62.97	-	-	92.6	67.72
ToolSelect 2026.02	87.64	43.8	48.55	57.31	45.09	-
MeanAvg 2026.05	87.64	72.01	-	-	89.04	54.85
OneLLM 2026.05	87.32	71.24	-	-	87.84	56.35
Concat 2026.05	85.57	68.29	-	-	86.22	48.17
Attention 2026.05	84.49	65.63	-	-	84.77	46.27
R-All 2026.02	84.08	6.61	47.12	14.49	40.84	-
Max 2026.05	83.61	66.21	-	-	84.77	45.66
RouterDC 2026.02	81.52	8.51	33.24	19.47	38.11	-
E-T-C14 2026.02	78.21	7.37	31.84	22.9	37.19	-
R-MKP 2026.02	78.17	8.21	20.73	23.83	37.73	-
R-BioViL 2026.02	78.13	6.82	30.45	22.55	37.69	-
E-B-C14 2026.02	78.13	7.97	21.2	23.35	37.76	-
D-MV2 2026.02	78.1	9.61	37.9	25.46	38.27	-
E-S-C14 2026.02	78.03	8.01	31.92	23.46	36.55	-
R-MGCA 2026.02	77.96	8.61	27.39	24.29	37.46	-
Front-Large 2026.05	76.26	34.27	-	-	74.82	31.55
Side-Large 2026.05	74.66	29.77	-	-	71.04	27.52
D-All 2026.02	68.34	12.36	11.05	26.95	39.13	-
Hybrid LLM 2026.02	66.13	8	13.8	19.06	35.58	-
D-PC 2026.02	60.22	13.35	9.72	42.39	38.74	-
Random 2026.02	60.15	9.54	7.56	27.19	32.2	-
D-NIH 2026.02	53.88	12.54	9.85	42.93	36.91	-
AutoMix 2026.02	51.14	10.53	16.07	23.56	35.68	-
D-CX 2026.02	42.02	10.59	9.12	29.71	36.24	-
MF Router 2026.02	33.97	11.98	13.41	38.41	36.34	-
MLP Router 2026.02	33.69	9.01	11.46	31.92	34.29	-
SVM Router 2026.02	33.33	11.76	13.7	37.59	36.77	-
KNN Router 2026.02	30.16	11.52	11.63	38.75	35.09	-
E-T-CX 2026.02	28.63	9.12	9.54	37.83	35.67	-
E-S-CX 2026.02	28.53	11.44	11.5	39.91	35.43	-
Elo Router 2026.02	28.53	11.44	11.5	39.91	35.43	-
D-M-NB 2026.02	28.21	10.82	7.91	36.71	33.16	-
D-M-Ch 2026.02	20.69	11.95	7.88	48.44	33.5	-
D-RSNA 2026.02	12.32	11.07	8.84	54.16	32.15	-
Graph Router 2026.02	12.32	11.07	8.84	54.16	32.15	-
Causal LLM 2026.02	12.32	11.07	8.84	54.16	32.15	-