Qwen2.5-VL 7B Instruct
295
#295 of 319 models — MIR 2026
Net score
67.66 pts
Accuracy
44.0%
Correct / Incorrect
88 / 61
Total Cost
$0.04
Overall Performance
(vs. average)Accuracy
44.0%
avg: 82.4%
Net score
67.66 pts
avg: 156.14 pts
Correct
88
avg: 165
Incorrect
61
avg: 26
Total Cost
$0.04
avg: $3.12
Average response time
5.9s
avg: 17.4s
Output Tokens
99K
avg: 415K
Reasoning Tokens
0
avg: 295K
Average confidence
72.2%
avg: 95.4%
Subject Breakdown
| Subject | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Allergology | 1 | 0 | 0 | 100.0% | 96.9% |
Anesthesiology and Resuscitation | 2 | 4 | 1 | 28.6% | 71.0% |
Cardiology | 6 | 10 | 9 | 24.0% | 78.4% |
Dermatology | 3 | 3 | 5 | 27.3% | 73.2% |
Endocrinology and Nutrition | 4 | 6 | 5 | 26.7% | 84.7% |
ENT | 6 | 1 | 1 | 75.0% | 85.0% |
Epidemiology | 2 | 1 | 4 | 28.6% | 81.3% |
Gastroenterology | 16 | 6 | 8 | 53.3% | 80.2% |
Genetics | 3 | 4 | 4 | 27.3% | 79.7% |
Geriatrics | 9 | 3 | 1 | 69.2% | 83.7% |
Gynecology and Obstetrics | 7 | 4 | 1 | 58.3% | 85.2% |
Health Planning and Management | 5 | 3 | 2 | 50.0% | 79.4% |
Hematology | 3 | 2 | 4 | 33.3% | 77.6% |
Immunology | 4 | 0 | 2 | 66.7% | 91.8% |
Infectious Diseases | 5 | 1 | 8 | 35.7% | 79.0% |
Legal Medicine and Bioethics | 7 | 2 | 2 | 63.6% | 83.4% |
Medical Oncology | 13 | 6 | 4 | 56.5% | 83.7% |
Nephrology | 4 | 4 | 2 | 40.0% | 85.6% |
Neurology | 6 | 3 | 4 | 46.2% | 89.0% |
Ophthalmology | 2 | 2 | 1 | 40.0% | 84.5% |
Palliative Care | 5 | 1 | 0 | 83.3% | 80.8% |
Pediatrics | 7 | 8 | 7 | 31.8% | 88.1% |
Pharmacology | 4 | 5 | 2 | 36.4% | 79.6% |
Psychiatry | 5 | 1 | 2 | 62.5% | 88.4% |
Pulmonology | 8 | 7 | 1 | 50.0% | 83.6% |
Radiology-Emergency | 3 | 10 | 0 | 23.1% | 69.4% |
Rheumatology | 6 | 1 | 4 | 54.5% | 89.0% |
Statistics | 0 | 0 | 2 | 0.0% | 84.5% |
Traumatology | 3 | 8 | 0 | 27.3% | 66.6% |
Urology | 5 | 2 | 1 | 62.5% | 83.1% |
Allergology
Correct
1
Incorrect
0
Unanswered
0
Accuracy
100.0%
Average
96.9%
Anesthesiology and Resuscitation
Correct
2
Incorrect
4
Unanswered
1
Accuracy
28.6%
Average
71.0%
Cardiology
Correct
6
Incorrect
10
Unanswered
9
Accuracy
24.0%
Average
78.4%
Dermatology
Correct
3
Incorrect
3
Unanswered
5
Accuracy
27.3%
Average
73.2%
Endocrinology and Nutrition
Correct
4
Incorrect
6
Unanswered
5
Accuracy
26.7%
Average
84.7%
ENT
Correct
6
Incorrect
1
Unanswered
1
Accuracy
75.0%
Average
85.0%
Epidemiology
Correct
2
Incorrect
1
Unanswered
4
Accuracy
28.6%
Average
81.3%
Gastroenterology
Correct
16
Incorrect
6
Unanswered
8
Accuracy
53.3%
Average
80.2%
Genetics
Correct
3
Incorrect
4
Unanswered
4
Accuracy
27.3%
Average
79.7%
Geriatrics
Correct
9
Incorrect
3
Unanswered
1
Accuracy
69.2%
Average
83.7%
Gynecology and Obstetrics
Correct
7
Incorrect
4
Unanswered
1
Accuracy
58.3%
Average
85.2%
Health Planning and Management
Correct
5
Incorrect
3
Unanswered
2
Accuracy
50.0%
Average
79.4%
Hematology
Correct
3
Incorrect
2
Unanswered
4
Accuracy
33.3%
Average
77.6%
Immunology
Correct
4
Incorrect
0
Unanswered
2
Accuracy
66.7%
Average
91.8%
Infectious Diseases
Correct
5
Incorrect
1
Unanswered
8
Accuracy
35.7%
Average
79.0%
Legal Medicine and Bioethics
Correct
7
Incorrect
2
Unanswered
2
Accuracy
63.6%
Average
83.4%
Medical Oncology
Correct
13
Incorrect
6
Unanswered
4
Accuracy
56.5%
Average
83.7%
Nephrology
Correct
4
Incorrect
4
Unanswered
2
Accuracy
40.0%
Average
85.6%
Neurology
Correct
6
Incorrect
3
Unanswered
4
Accuracy
46.2%
Average
89.0%
Ophthalmology
Correct
2
Incorrect
2
Unanswered
1
Accuracy
40.0%
Average
84.5%
Palliative Care
Correct
5
Incorrect
1
Unanswered
0
Accuracy
83.3%
Average
80.8%
Pediatrics
Correct
7
Incorrect
8
Unanswered
7
Accuracy
31.8%
Average
88.1%
Pharmacology
Correct
4
Incorrect
5
Unanswered
2
Accuracy
36.4%
Average
79.6%
Psychiatry
Correct
5
Incorrect
1
Unanswered
2
Accuracy
62.5%
Average
88.4%
Pulmonology
Correct
8
Incorrect
7
Unanswered
1
Accuracy
50.0%
Average
83.6%
Radiology-Emergency
Correct
3
Incorrect
10
Unanswered
0
Accuracy
23.1%
Average
69.4%
Rheumatology
Correct
6
Incorrect
1
Unanswered
4
Accuracy
54.5%
Average
89.0%
Statistics
Correct
0
Incorrect
0
Unanswered
2
Accuracy
0.0%
Average
84.5%
Traumatology
Correct
3
Incorrect
8
Unanswered
0
Accuracy
27.3%
Average
66.6%
Urology
Correct
5
Incorrect
2
Unanswered
1
Accuracy
62.5%
Average
83.1%
Question Type Breakdown
| Type | Correct | Incorrect | Unanswered | Accuracy | Average |
|---|---|---|---|---|---|
Anatomy | 1 | 2 | 0 | 33.3% | 83.4% |
Biostatistics | 0 | 0 | 2 | 0.0% | 84.5% |
Diagnosis | 37 | 22 | 22 | 45.7% | 83.0% |
Epidemiology | 4 | 2 | 3 | 44.4% | 89.1% |
Ethics | 5 | 0 | 1 | 83.3% | 92.2% |
Interpretation | 11 | 13 | 13 | 29.7% | 73.2% |
Legal | 7 | 2 | 0 | 77.8% | 82.9% |
Pathophysiology | 12 | 9 | 5 | 46.2% | 85.0% |
Pharmacology | 7 | 4 | 4 | 46.7% | 83.1% |
Prevention | 5 | 6 | 5 | 31.3% | 81.5% |
Prognosis | 3 | 1 | 1 | 60.0% | 93.2% |
Risk | 6 | 4 | 5 | 40.0% | 85.0% |
Tests | 15 | 9 | 9 | 45.5% | 81.2% |
Treatment | 29 | 27 | 16 | 40.3% | 80.9% |
Anatomy
Correct
1
Incorrect
2
Unanswered
0
Accuracy
33.3%
Average
83.4%
Biostatistics
Correct
0
Incorrect
0
Unanswered
2
Accuracy
0.0%
Average
84.5%
Diagnosis
Correct
37
Incorrect
22
Unanswered
22
Accuracy
45.7%
Average
83.0%
Epidemiology
Correct
4
Incorrect
2
Unanswered
3
Accuracy
44.4%
Average
89.1%
Ethics
Correct
5
Incorrect
0
Unanswered
1
Accuracy
83.3%
Average
92.2%
Interpretation
Correct
11
Incorrect
13
Unanswered
13
Accuracy
29.7%
Average
73.2%
Legal
Correct
7
Incorrect
2
Unanswered
0
Accuracy
77.8%
Average
82.9%
Pathophysiology
Correct
12
Incorrect
9
Unanswered
5
Accuracy
46.2%
Average
85.0%
Pharmacology
Correct
7
Incorrect
4
Unanswered
4
Accuracy
46.7%
Average
83.1%
Prevention
Correct
5
Incorrect
6
Unanswered
5
Accuracy
31.3%
Average
81.5%
Prognosis
Correct
3
Incorrect
1
Unanswered
1
Accuracy
60.0%
Average
93.2%
Risk
Correct
6
Incorrect
4
Unanswered
5
Accuracy
40.0%
Average
85.0%
Tests
Correct
15
Incorrect
9
Unanswered
9
Accuracy
45.5%
Average
81.2%
Treatment
Correct
29
Incorrect
27
Unanswered
16
Accuracy
40.3%
Average
80.9%