MedicalBenchmark
LiquidAI: LFM2-8B-A1B provider

LFM2-8B-A1B

255

#255 of 290 modelsMIR 2025

Net score

70.00 pts

Accuracy

50.5%

Correct / Incorrect

101 / 93

Total Cost

$0.00

Overall Performance

(vs. average)
Accuracy

50.5%

avg: 75.9%

Net score

70.00 pts

avg: 138.99 pts

Correct

101

avg: 152

Incorrect

93

avg: 38

Total Cost

$0.00

avg: $3.59

Average response time

2.1s

avg: 18.1s

Output Tokens

105K

avg: 443K

Reasoning Tokens

0

avg: 320K

Average confidence

95.5%

avg: 94.7%

Subject Breakdown

Allergology
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
86.9%
Anesthesiology and Resuscitation
Correct
4
Incorrect
2
Unanswered
0
Accuracy
66.7%
Average
81.3%
Cardiology
Correct
8
Incorrect
14
Unanswered
0
Accuracy
36.4%
Average
77.4%
Dermatology
Correct
6
Incorrect
6
Unanswered
1
Accuracy
46.2%
Average
62.8%
Endocrinology and Nutrition
Correct
10
Incorrect
6
Unanswered
0
Accuracy
62.5%
Average
82.5%
ENT
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
73.8%
Epidemiology
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
67.1%
Gastroenterology
Correct
8
Incorrect
12
Unanswered
1
Accuracy
38.1%
Average
72.9%
Genetics
Correct
2
Incorrect
4
Unanswered
0
Accuracy
33.3%
Average
68.2%
Geriatrics
Correct
5
Incorrect
5
Unanswered
1
Accuracy
45.5%
Average
71.2%
Gynecology and Obstetrics
Correct
13
Incorrect
6
Unanswered
0
Accuracy
68.4%
Average
85.9%
Health Planning and Management
Correct
1
Incorrect
1
Unanswered
0
Accuracy
50.0%
Average
81.6%
Hematology
Correct
6
Incorrect
5
Unanswered
0
Accuracy
54.5%
Average
81.8%
Immunology
Correct
6
Incorrect
3
Unanswered
0
Accuracy
66.7%
Average
82.5%
Infectious Diseases
Correct
14
Incorrect
13
Unanswered
1
Accuracy
50.0%
Average
71.1%
Legal Medicine and Bioethics
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
67.2%
Medical Oncology
Correct
17
Incorrect
6
Unanswered
2
Accuracy
68.0%
Average
86.3%
Nephrology
Correct
9
Incorrect
5
Unanswered
1
Accuracy
60.0%
Average
78.2%
Neurology
Correct
8
Incorrect
12
Unanswered
0
Accuracy
40.0%
Average
76.2%
Ophthalmology
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
72.6%
Palliative Care
Correct
2
Incorrect
2
Unanswered
0
Accuracy
50.0%
Average
77.2%
Pediatrics
Correct
7
Incorrect
17
Unanswered
1
Accuracy
28.0%
Average
72.7%
Pharmacology
Correct
10
Incorrect
6
Unanswered
1
Accuracy
58.8%
Average
73.1%
Psychiatry
Correct
5
Incorrect
3
Unanswered
0
Accuracy
62.5%
Average
82.0%
Pulmonology
Correct
6
Incorrect
8
Unanswered
0
Accuracy
42.9%
Average
73.0%
Radiology-Emergency
Correct
5
Incorrect
8
Unanswered
1
Accuracy
35.7%
Average
67.9%
Rheumatology
Correct
8
Incorrect
6
Unanswered
0
Accuracy
57.1%
Average
74.6%
Statistics
Correct
2
Incorrect
1
Unanswered
0
Accuracy
66.7%
Average
74.9%
Traumatology
Correct
12
Incorrect
5
Unanswered
1
Accuracy
66.7%
Average
78.2%
Urology
Correct
3
Incorrect
3
Unanswered
1
Accuracy
42.9%
Average
79.5%

Question Type Breakdown

Anatomy
Correct
3
Incorrect
4
Unanswered
0
Accuracy
42.9%
Average
77.1%
Biostatistics
Correct
3
Incorrect
1
Unanswered
0
Accuracy
75.0%
Average
78.4%
Diagnosis
Correct
47
Incorrect
40
Unanswered
2
Accuracy
52.8%
Average
77.9%
Epidemiology
Correct
2
Incorrect
3
Unanswered
0
Accuracy
40.0%
Average
75.0%
Ethics
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
72.0%
Interpretation
Correct
15
Incorrect
26
Unanswered
1
Accuracy
35.7%
Average
69.3%
Legal
Correct
0
Incorrect
4
Unanswered
0
Accuracy
0.0%
Average
63.6%
Pathophysiology
Correct
10
Incorrect
16
Unanswered
1
Accuracy
37.0%
Average
72.6%
Pharmacology
Correct
8
Incorrect
3
Unanswered
2
Accuracy
61.5%
Average
82.4%
Prevention
Correct
9
Incorrect
3
Unanswered
0
Accuracy
75.0%
Average
74.5%
Prognosis
Correct
3
Incorrect
3
Unanswered
0
Accuracy
50.0%
Average
77.8%
Risk
Correct
1
Incorrect
4
Unanswered
0
Accuracy
20.0%
Average
84.3%
Tests
Correct
14
Incorrect
11
Unanswered
1
Accuracy
53.8%
Average
76.3%
Treatment
Correct
44
Incorrect
34
Unanswered
4
Accuracy
53.7%
Average
75.2%
#AnswerCorrectStatus
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