MedicalBenchmark
Microsoft: Phi 4 provider

Phi 4

235

#235 of 290 modelsMIR 2025

Net score

101.00 pts

Accuracy

62.5%

Correct / Incorrect

125 / 72

Total Cost

$0.02

Overall Performance

(vs. average)
Accuracy

62.5%

avg: 75.9%

Net score

101.00 pts

avg: 138.99 pts

Correct

125

avg: 152

Incorrect

72

avg: 38

Total Cost

$0.02

avg: $3.59

Average response time

14.4s

avg: 18.1s

Output Tokens

133K

avg: 443K

Reasoning Tokens

0

avg: 320K

Average confidence

96.7%

avg: 94.7%

Subject Breakdown

Allergology
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
81.3%
Cardiology
Correct
14
Incorrect
8
Unanswered
0
Accuracy
63.6%
Average
77.4%
Dermatology
Correct
7
Incorrect
6
Unanswered
0
Accuracy
53.8%
Average
62.8%
Endocrinology and Nutrition
Correct
12
Incorrect
3
Unanswered
1
Accuracy
75.0%
Average
82.5%
ENT
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
73.8%
Epidemiology
Correct
2
Incorrect
5
Unanswered
0
Accuracy
28.6%
Average
67.1%
Gastroenterology
Correct
11
Incorrect
10
Unanswered
0
Accuracy
52.4%
Average
72.9%
Genetics
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
68.2%
Geriatrics
Correct
7
Incorrect
4
Unanswered
0
Accuracy
63.6%
Average
71.2%
Gynecology and Obstetrics
Correct
16
Incorrect
2
Unanswered
1
Accuracy
84.2%
Average
85.9%
Health Planning and Management
Correct
2
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
81.6%
Hematology
Correct
8
Incorrect
3
Unanswered
0
Accuracy
72.7%
Average
81.8%
Immunology
Correct
6
Incorrect
2
Unanswered
1
Accuracy
66.7%
Average
82.5%
Infectious Diseases
Correct
18
Incorrect
10
Unanswered
0
Accuracy
64.3%
Average
71.1%
Legal Medicine and Bioethics
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
67.2%
Medical Oncology
Correct
18
Incorrect
6
Unanswered
1
Accuracy
72.0%
Average
86.3%
Nephrology
Correct
11
Incorrect
4
Unanswered
0
Accuracy
73.3%
Average
78.2%
Neurology
Correct
13
Incorrect
7
Unanswered
0
Accuracy
65.0%
Average
76.2%
Ophthalmology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
72.6%
Palliative Care
Correct
1
Incorrect
3
Unanswered
0
Accuracy
25.0%
Average
77.2%
Pediatrics
Correct
15
Incorrect
10
Unanswered
0
Accuracy
60.0%
Average
72.7%
Pharmacology
Correct
11
Incorrect
6
Unanswered
0
Accuracy
64.7%
Average
73.1%
Psychiatry
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
82.0%
Pulmonology
Correct
9
Incorrect
4
Unanswered
1
Accuracy
64.3%
Average
73.0%
Radiology-Emergency
Correct
10
Incorrect
4
Unanswered
0
Accuracy
71.4%
Average
67.9%
Rheumatology
Correct
9
Incorrect
5
Unanswered
0
Accuracy
64.3%
Average
74.6%
Statistics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
74.9%
Traumatology
Correct
11
Incorrect
7
Unanswered
0
Accuracy
61.1%
Average
78.2%
Urology
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
5
Incorrect
2
Unanswered
0
Accuracy
71.4%
Average
77.1%
Biostatistics
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
78.4%
Diagnosis
Correct
60
Incorrect
29
Unanswered
0
Accuracy
67.4%
Average
77.9%
Epidemiology
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
75.0%
Ethics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
72.0%
Interpretation
Correct
24
Incorrect
18
Unanswered
0
Accuracy
57.1%
Average
69.3%
Legal
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
63.6%
Pathophysiology
Correct
13
Incorrect
13
Unanswered
1
Accuracy
48.1%
Average
72.6%
Pharmacology
Correct
10
Incorrect
3
Unanswered
0
Accuracy
76.9%
Average
82.4%
Prevention
Correct
6
Incorrect
5
Unanswered
1
Accuracy
50.0%
Average
74.5%
Prognosis
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
77.8%
Risk
Correct
3
Incorrect
2
Unanswered
0
Accuracy
60.0%
Average
84.3%
Tests
Correct
19
Incorrect
6
Unanswered
1
Accuracy
73.1%
Average
76.3%
Treatment
Correct
49
Incorrect
31
Unanswered
2
Accuracy
59.8%
Average
75.2%
#AnswerCorrectStatus
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