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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

模型名称
Avg.
Paper TitleRepository
BioBERT58.8BioBERT: a pre-trained biomedical language representation model for biomedical text mining
SciNCL81.8Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Sci-DeCLUTR66.6Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SPECTER80.0SPECTER: Document-level Representation Learning using Citation-informed Transformers
CiteBERT58.8Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SciBERT59.6SPECTER: Document-level Representation Learning using Citation-informed Transformers
Citeomatic76.0SPECTER: Document-level Representation Learning using Citation-informed Transformers
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