MedicalBenchmark
NeverSleep: Lumimaid v0.2 8B provider

Lumimaid v0.2 8B

278

#278 of 290 modelsMIR 2025

Net score

26.33 pts

Accuracy

34.0%

Correct / Incorrect

68 / 125

Total Cost

$0.05

Overall Performance

(vs. average)
Accuracy

34.0%

avg: 75.9%

Net score

26.33 pts

avg: 138.99 pts

Correct

68

avg: 152

Incorrect

125

avg: 38

Total Cost

$0.05

avg: $3.59

Average response time

4.3s

avg: 18.1s

Output Tokens

62K

avg: 443K

Reasoning Tokens

0

avg: 320K

Average confidence

95.3%

avg: 94.7%

Subject Breakdown

Allergology
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
1
Incorrect
5
Unanswered
0
Accuracy
16.7%
Average
81.3%
Cardiology
Correct
6
Incorrect
15
Unanswered
1
Accuracy
27.3%
Average
77.4%
Dermatology
Correct
5
Incorrect
8
Unanswered
0
Accuracy
38.5%
Average
62.8%
Endocrinology and Nutrition
Correct
9
Incorrect
6
Unanswered
1
Accuracy
56.3%
Average
82.5%
ENT
Correct
3
Incorrect
5
Unanswered
0
Accuracy
37.5%
Average
73.8%
Epidemiology
Correct
1
Incorrect
6
Unanswered
0
Accuracy
14.3%
Average
67.1%
Gastroenterology
Correct
7
Incorrect
14
Unanswered
0
Accuracy
33.3%
Average
72.9%
Genetics
Correct
1
Incorrect
5
Unanswered
0
Accuracy
16.7%
Average
68.2%
Geriatrics
Correct
4
Incorrect
6
Unanswered
1
Accuracy
36.4%
Average
71.2%
Gynecology and Obstetrics
Correct
11
Incorrect
7
Unanswered
1
Accuracy
57.9%
Average
85.9%
Health Planning and Management
Correct
0
Incorrect
2
Unanswered
0
Accuracy
0.0%
Average
81.6%
Hematology
Correct
4
Incorrect
7
Unanswered
0
Accuracy
36.4%
Average
81.8%
Immunology
Correct
0
Incorrect
8
Unanswered
1
Accuracy
0.0%
Average
82.5%
Infectious Diseases
Correct
10
Incorrect
16
Unanswered
2
Accuracy
35.7%
Average
71.1%
Legal Medicine and Bioethics
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
67.2%
Medical Oncology
Correct
13
Incorrect
11
Unanswered
1
Accuracy
52.0%
Average
86.3%
Nephrology
Correct
6
Incorrect
9
Unanswered
0
Accuracy
40.0%
Average
78.2%
Neurology
Correct
7
Incorrect
12
Unanswered
1
Accuracy
35.0%
Average
76.2%
Ophthalmology
Correct
3
Incorrect
2
Unanswered
0
Accuracy
60.0%
Average
72.6%
Palliative Care
Correct
0
Incorrect
4
Unanswered
0
Accuracy
0.0%
Average
77.2%
Pediatrics
Correct
9
Incorrect
15
Unanswered
1
Accuracy
36.0%
Average
72.7%
Pharmacology
Correct
4
Incorrect
13
Unanswered
0
Accuracy
23.5%
Average
73.1%
Psychiatry
Correct
2
Incorrect
6
Unanswered
0
Accuracy
25.0%
Average
82.0%
Pulmonology
Correct
3
Incorrect
11
Unanswered
0
Accuracy
21.4%
Average
73.0%
Radiology-Emergency
Correct
2
Incorrect
10
Unanswered
2
Accuracy
14.3%
Average
67.9%
Rheumatology
Correct
3
Incorrect
10
Unanswered
1
Accuracy
21.4%
Average
74.6%
Statistics
Correct
0
Incorrect
3
Unanswered
0
Accuracy
0.0%
Average
74.9%
Traumatology
Correct
7
Incorrect
11
Unanswered
0
Accuracy
38.9%
Average
78.2%
Urology
Correct
4
Incorrect
2
Unanswered
1
Accuracy
57.1%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
77.1%
Biostatistics
Correct
0
Incorrect
4
Unanswered
0
Accuracy
0.0%
Average
78.4%
Diagnosis
Correct
29
Incorrect
57
Unanswered
3
Accuracy
32.6%
Average
77.9%
Epidemiology
Correct
0
Incorrect
5
Unanswered
0
Accuracy
0.0%
Average
75.0%
Ethics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
72.0%
Interpretation
Correct
13
Incorrect
27
Unanswered
2
Accuracy
31.0%
Average
69.3%
Legal
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
63.6%
Pathophysiology
Correct
9
Incorrect
16
Unanswered
2
Accuracy
33.3%
Average
72.6%
Pharmacology
Correct
3
Incorrect
10
Unanswered
0
Accuracy
23.1%
Average
82.4%
Prevention
Correct
6
Incorrect
6
Unanswered
0
Accuracy
50.0%
Average
74.5%
Prognosis
Correct
1
Incorrect
4
Unanswered
1
Accuracy
16.7%
Average
77.8%
Risk
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
84.3%
Tests
Correct
9
Incorrect
15
Unanswered
2
Accuracy
34.6%
Average
76.3%
Treatment
Correct
34
Incorrect
46
Unanswered
2
Accuracy
41.5%
Average
75.2%
#AnswerCorrectStatus
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