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

Metric: Recall (higher is better)

LeaderboardDataset

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	NuNER	71.1	No	NuNER: Entity Recognition Encoder Pre-training v...	2024-02-23	Code
2	Locate and Label	70.87	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code
3	PL-Marker	70.6	No	Packed Levitated Marker for Entity and Relation ...	2021-09-13	Code
4	PIQN	69.18	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code
5	Sequence-to-Set	69.12	No	Parallel Instance Query Network for Named Entity...	2022-03-20	Code
6	BERT-Tagger	68.78	No	Few-NERD: A Few-Shot Named Entity Recognition Da...	2021-05-16	Code

#1NuNERSOTA
71.1
Recall· 2024-02-23
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data Code
#2Locate and LabelSOTA
70.87
Recall· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code
#3PL-MarkerSOTA
70.6
Recall· 2021-09-13
Packed Levitated Marker for Entity and Relation Extraction Code
#4PIQN
69.18
Recall· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code
#5Sequence-to-Set
69.12
Recall· 2022-03-20
Parallel Instance Query Network for Named Entity Recognition Code
#6BERT-TaggerSOTA
68.78
Recall· 2021-05-16
Few-NERD: A Few-Shot Named Entity Recognition Dataset Code