Document Classification On Hoc
評価指標
Micro F1
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Micro F1 | Paper Title | Repository |
|---|---|---|---|
| BioGPT | 85.12 | BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining | - |
| BioLinkBERT (large) | 84.87 | LinkBERT: Pretraining Language Models with Document Links | - |
| PubMedBERT uncased | 82.32 | Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | - |
| SciFive-large | - | SciFive: a text-to-text transformer model for biomedical literature | - |
| NCBI_BERT(large) (P) | - | Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | - |
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