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Disease Diagnosis on Open-I

99.22Accuracy

Oracle

Updated 4d ago

Evaluation Results

Method	Links
Oracle 2026.02		99.22	58	94.8	61.11	60.71
ToolSelect 2026.02		87.64	43.8	48.55	57.31	45.09
R-All 2026.02		84.08	6.61	47.12	14.49	40.84
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
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