Named Entity Recognition on ncbi (Micro-F1)
87.8Micro-F1GLiNER
Evaluation results
| Method | Links | |
|---|---|---|
| GLiNERBackbone=deBERTa-v3, #Trained Params=209M2025.10 | 87.8 | |
| InstructUIESetting=Supervised2024.03 | 85 | |
| KnowCoderSetting=Supervised, Model Scale=7B2024.03 | 83.8 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.2-3B, #Trained Params=7.7M, Probed layer=ℓ52025.10 | 82.1 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.1-8B, #Trained Params=7.9M, Probed layer=ℓ52025.10 | 80.8 | |
| ToMMeR + span embed (ℓ11)Backbone=LLaMA-3.2-1B, #Trained Params=7.6M, Probed layer=ℓ62025.10 | 78.1 | |
| ToMMeR + span embed (ℓ11)Backbone=BERT-base, #Trained Params=7.4M, Probed layer=ℓ32025.10 | 77.3 | |
| ToMMeR + span embed (ℓ11)Backbone=RoBERTa-base, #Trained Params=7.4M, Probed layer=ℓ52025.10 | 74.8 |