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Benchmarks
Named Entity Recognition on OntoNotes (Micro-F1)
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89
Micro-F1
GLiNER
78.912
81.531
84.15
86.769
Oct 22, 2025
Micro-F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Micro-F1
GLiNER
Backbone=deBERTa-v3, #...
2025.10
89
ToMMeR + span embed (ℓ11)
Backbone=RoBERTa-base,...
2025.10
85.4
ToMMeR + span embed (ℓ11)
Backbone=BERT-base, #T...
2025.10
82.1
ToMMeR + span embed (ℓ11)
Backbone=LLaMA-3.2-3B,...
2025.10
81.7
ToMMeR + span embed (ℓ11)
Backbone=LLaMA-3.2-1B,...
2025.10
80.4
ToMMeR + span embed (ℓ11)
Backbone=LLaMA-3.1-8B,...
2025.10
80
EMBER
Backbone=GPT2-xl (0–47...
2025.10
79.3
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