ML Research Wiki / Benchmarks / Named Entity Recognition (NER) / CMeEE

CMeEE

Named Entity Recognition (NER) Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: F1

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Model	Paper	F1	Date	Actions
BERT-CRF (Replicated in AdaSeq)	Improving Named Entity Recognition by External Co…	68.97	2021-05-08
MacBERT-large	CBLUE: A Chinese Biomedical Language Understandin…	62.40	2021-06-15

Rank	Model	Paper	F1	Date	Code
1	BERT-CRF (Replicated in AdaSeq)	Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning	68.97	2021-05-08	📦 modelscope/adaseq 📦 modelscope/AdaSeq 📦 Alibaba-NLP/CLNER
2	MacBERT-large	CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark	62.40	2021-06-15	📦 cbluebenchmark/cblue 📦 freedomintelligence/sdak

2021

BERT-CRF (Replicated in AdaSeq)

modelscope/adaseq modelscope/AdaSeq Alibaba-NLP/CLNER

2021

MacBERT-large

cbluebenchmark/cblue freedomintelligence/sdak