https://github.com/monk1337/multimedqa
https://github.com/monk1337/multimedqa
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/monk1337/multimedqa
- Owner: monk1337
- Created: 2023-12-29T18:30:00.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-02T12:17:43.000Z (about 1 year ago)
- Last Synced: 2025-01-24T06:43:52.607Z (4 months ago)
- Language: Python
- Size: 5.95 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# MultiMedQA
## Installation
### Table 1 | Multiple-choice question evaluation datasets.
| Name | Count | Description |
|-------------------------------|-------|-------------------------------------------------------|
| MedQA (USMLE) | 1273 | General medical knowledge in US medical licensing exam|
| PubMedQA | 500 | Closed-domain question answering given PubMed abstract|
| MedMCQA | 4183 | General medical knowledge in Indian medical entrance exams|
| MMLU-Clinical knowledge | 265 | Clinical knowledge multiple-choice questions |
| MMLU Medical genetics | 100 | Medical genetics multiple-choice questions |
| MMLU-Anatomy | 135 | Anatomy multiple-choice questions |
| MMLU-Professional medicine | 272 | Professional medicine multiple-choice questions |
| MMLU-College biology | 144 | College biology multiple-choice questions |
| MMLU-College medicine | 173 | College medicine multiple-choice questions |
### Table 2 | Long-form question evaluation datasets.
| Name | Count | Description |
|-----------------------|-------|------------------------------------------------------------|
| MultiMedQA 140 | 140 | Sample from HealthSearchQA, LiveQA, MedicationQA |
| MultiMedQA 1066 | 1066 | Sample from HealthSearchQA, LiveQA, MedicationQA|
| Adversarial (General) | 58 | General adversarial dataset |
| Adversarial (Health equity) | 182 | Health equity adversarial dataset |