Named Entity Recognition on COS
95.2Macro F1CLM detour
Evaluation Results
| Method | Links | |
|---|---|---|
| CLM detourCtx=8192, Model Size=Base 150M, Training Tokens=50B tokens2026.05 | 95.2 | |
| MLM baselineCtx=8192, Model Size=Base 150M, Training Tokens=50B tokens2026.05 | 95.1 | |
| PubMedBERTCtx=512, Model Size=Base2026.05 | 95 | |
| MLM baselineCtx=8192, Model Size=Large 350M, Training Tokens=50B tokens2026.05 | 94.9 | |
| BioClinical-ModernBERTCtx=8192, Model Size=Base2026.05 | 94.8 | |
| CLM detourCtx=8192, Model Size=Large 350M, Training Tokens=50B tokens2026.05 | 94.7 | |
| MLM baselineCtx=8192, Model Size=Base 150M, Training Tokens=10B tokens2026.05 | 94.4 | |
| CLM detourCtx=8192, Model Size=Base 150M, Training Tokens=10B tokens2026.05 | 94.3 | |
| ModernBERT-baseCtx=8192, Model Size=Base2026.05 | 94 |