Named Entity Recognition (NER) on Few-NERD (SUP)

Metric: Precision (higher is better)

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	PL-Marker	71.2	No	Packed Levitated Marker for Entity and Relation ...	2021-09-13	Code
2	PIQN	70.16	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code
3	NuNER	67.8	No	NuNER: Entity Recognition Encoder Pre-training v...	2024-02-23	Code
4	Sequence-to-Set	67.37	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code
5	BERT-Tagger	65.56	No	Few-NERD: A Few-Shot Named Entity Recognition Da...	2021-05-16	Code
6	Locate and Label	64.69	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code

#1PL-MarkerSOTA
71.2
Precision· 2021-09-13
Packed Levitated Marker for Entity and Relation Extraction Code
#2PIQN
70.16
Precision· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code
#3NuNER
67.8
Precision· 2024-02-23
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data Code
#4Sequence-to-Set
67.37
Precision· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code
#5BERT-TaggerSOTA
65.56
Precision· 2021-05-16
Few-NERD: A Few-Shot Named Entity Recognition Dataset Code
#6Locate and Label
64.69
Precision· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code