ML Research Wiki / Benchmarks / Named Entity Recognition (NER) / OntoNotes 5.0

OntoNotes 5.0

Named Entity Recognition (NER) Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Average F1

Click "Edit" next to any result to modify it, or add a new result at the bottom. All changes will be reviewed before going live.

Yellow rows = Pending edits Green rows = Pending new results

Model	Paper	Average F1	Date	Actions
LS-unLLaMA	Label Supervised LLaMA Finetuning	92.10	2023-10-02
HGN	Hero-Gang Neural Model For Named Entity Recogniti…	90.92	2022-05-15

Rank	Model	Paper	Average F1	Date	Code
1	LS-unLLaMA	Label Supervised LLaMA Finetuning	92.10	2023-10-02	📦 4ai/ls-llama 📦 4ai/bellm
2	HGN	Hero-Gang Neural Model For Named Entity Recognition	90.92	2022-05-15	📦 jinpeng01/hgn

2023

LS-unLLaMA

4ai/ls-llama 4ai/bellm

2022

HGN

jinpeng01/hgn