Question Answering On Bioasq
Metrics
Accuracy
Results
Performance results of various models on this benchmark
Model Name | Accuracy | Paper Title | Repository |
|---|---|---|---|
| BioLinkBERT (base) | 91.4 | LinkBERT: Pretraining Language Models with Document Links | |
| GAL 120B (zero-shot) | 94.3 | Galactica: A Large Language Model for Science | |
| PubMedBERT uncased | 87.56 | Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | |
| BioLinkBERT (large) | 94.8 | LinkBERT: Pretraining Language Models with Document Links | |
| BLOOM (zero-shot) | 91.4 | Galactica: A Large Language Model for Science | |
| GPT-4 | 85.71 | Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark | - |
| OPT (zero-shot) | 81.4 | Galactica: A Large Language Model for Science |
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