Named Entity Recognition On Species 800
評価指標
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 | F1 | Paper Title | Repository |
|---|---|---|---|
| BioBERT | 75.31 | BioBERT: a pre-trained biomedical language representation model for biomedical text mining | |
| BioKMNER + BioBERT | 76.33 | Improving Biomedical Named Entity Recognition with Syntactic Information | |
| SciFive-Base | 76.55 | SciFive: a text-to-text transformer model for biomedical literature | |
| Spark NLP | 80.91 | Biomedical Named Entity Recognition at Scale | - |
| BioFLAIR | 82.44 | BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks |
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