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SOTA
Representation Learning
Representation Learning On Scidocs
Representation Learning On Scidocs
评估指标
Avg.
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Avg.
Paper Title
Repository
BioBERT
58.8
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
SciNCL
81.8
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Sci-DeCLUTR
66.6
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SPECTER
80.0
SPECTER: Document-level Representation Learning using Citation-informed Transformers
CiteBERT
58.8
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SciBERT
59.6
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Citeomatic
76.0
SPECTER: Document-level Representation Learning using Citation-informed Transformers
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