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Medical Question Answering on MedQA

91.7Accuracy

Multi-Agent Medical Decision Consensus Matrix System

27.37644.075560.77577.4745Apr 1, 2025May 24, 2025Jul 16, 2025Sep 7, 2025Oct 30, 2025Dec 22, 2025Feb 13, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2025.12
91.7-
2026.01
89.55-
2025.04
88.85-
2025.12
88.1-
2025.12
87.3-
2025.04
86.8-
2025.12
86.1-
2025.12
85.2-
2025.12
84.8-
2025.04
83.9-
2025.12
83.5-
2025.04
83.5-
2026.02
82.7-
2025.12
82.1-
2026.02
81.9-
2026.02
81.2-
2025.12
80.2-
2026.01
79.81-
2026.02
79.6-
2026.02
79.3-
2026.02
77.8-
2026.02
77.8-
2026.02
76.7-
2025.04
76.43-
2025.04
75.81-
2026.01
75.8-
2025.04
75.73-
2026.02
75.3-
2025.04
75.26-
2025.04
75.1-
2026.02
75-
2026.02
75-
2025.04
74.86-
2025.04
74.78-
2025.04
74.55-
2026.02
74-
2026.02
73-
2026.02
72.9-
2025.04
71.56-
2025.04
71.09-
2025.04
71.01-
2026.02
70.3-
2026.02
68.6-
2026.02
68-
2026.02
67.87-
2026.02
67.79-
2026.02
67.64-
2026.02
67.01-
2026.02
67803
2026.02
67-
2026.01
66.8-
2026.02
66.65520
2026.02
66.22-
2026.02
64.5-
2025.04
64.49-
2026.02
64.2-
2025.12
62.37-
2025.04
61.51-
2026.02
61560
2025.12
60.88-
2025.12
60.88-
2025.04
60.33-
2026.02
60.17565
2025.04
59.78-
2026.02
59.67976
2025.04
59.39-
2026.02
58.33764
2026.02
57.5566
2025.04
57.19-
2025.04
55.3-
2025.04
55.07-
2025.04
54.28-
2026.02
53-
2025.04
51.14-
2026.02
51.06-
2026.02
49.96-
2025.12
49.25-
2025.12
49.25-
2026.02
48.5579
2026.02
48.33822
2026.02
48.33841
2025.12
46.74-
2025.12
46.74-
2026.02
46.43-
2026.02
45.72-
2026.02
45.67590
2026.02
44.7-
2026.02
43.67961
2026.02
43.17829
2026.02
42784
2026.02
41.75940
2025.12
41.01-
2026.02
39.36-
2026.02
39.12-
2026.02
38.49-
2026.02
37.23-
2026.02
36.06-
2025.12
30.87-
2025.12
30.87-
2025.12
29.85-
Showing 100 of 109 rows