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Relation Extraction On Chemprot

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 TitleRepository
CharacterBERT (base, medical)73.44CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters-
BioM-BERT-BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA
SciBert (Finetune)-SciBERT: A Pretrained Language Model for Scientific Text-
SciBERT (Base Vocab)-SciBERT: A Pretrained Language Model for Scientific Text-
ELECTRAMed-ELECTRAMed: a new pre-trained language representation model for biomedical NLP-
PubMedBERT uncased77.24Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing-
SciFive Large-SciFive: a text-to-text transformer model for biomedical literature-
BioLinkBERT (large)79.98LinkBERT: Pretraining Language Models with Document Links-
KeBioLM-Improving Biomedical Pretrained Language Models with Knowledge-
BioMegatron-BioMegatron: Larger Biomedical Domain Language Model-
BioT5X (base)-SciFive: a text-to-text transformer model for biomedical literature-
BioBERT-BioBERT: a pre-trained biomedical language representation model for biomedical text mining-
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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