Named Entity Recognition on GENIA (Micro-F1)
80.3Micro-F1UniNER
Evaluation results
| Method | Links | |
|---|---|---|
| UniNERSetting=Supervised2024.03 | 80.3 | |
| GLiNERBackbone=deBERTa-v3, #Trained Params=209M2025.10 | 78.9 | |
| KnowCoderSetting=Supervised, Model Scale=7B2024.03 | 76.7 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.1-8B, #Trained Params=7.9M, Probed layer=ℓ52025.10 | 70.1 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.2-3B, #Trained Params=7.7M, Probed layer=ℓ52025.10 | 69.3 | |
| ToMMeR + span embed (ℓ11)Backbone=RoBERTa-base, #Trained Params=7.4M, Probed layer=ℓ52025.10 | 67.8 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.2-1B, #Trained Params=7.6M, Probed layer=ℓ62025.10 | 66.5 | |
| ToMMeR + span embed (ℓ11)Backbone=BERT-base, #Trained Params=7.4M, Probed layer=ℓ32025.10 | 66.5 |