📊 Showing 5 results | 📏 Metric: F1
| Rank | Model | Paper | F1 | Date | Code |
|---|---|---|---|---|---|
| 1 | BioLinkBERT (large) | LinkBERT: Pretraining Language Models with Document Links | 88.10 | 2022-03-29 | 📦 michiyasunaga/LinkBERT |
| 2 | NCBI_BERT(large) (P) | Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | 87.30 | 2019-06-13 | 📦 ncbi-nlp/NCBI_BERT 📦 bigscience-workshop/biomedical 📦 ncbi-nlp/BLUE_Benchmark 📦 gmpoli/electramed |
| 3 | SciFive-large | SciFive: a text-to-text transformer model for biomedical literature | 86.08 | 2021-05-28 | 📦 justinphan3110/SciFive |
| 4 | BioGPT | BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining | 85.12 | 2022-10-19 | 📦 huggingface/transformers 📦 microsoft/biogpt 📦 2024-MindSpore-1/Code2 📦 TaoQin/taoqin.github.io |
| 5 | PubMedBERT uncased | Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | 82.32 | 2020-07-31 | 📦 bionlu-coling2024/biomed-ner-intent_detection 📦 rohanshad/cmr_transformer |