| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CORD official (test) | UDoc | F1 Score98.94 | 37 | 3d ago | |
| BioNLP | UNIVERSALNER | F1 Macro80.96 | 24 | 3d ago | |
| MIT Restaurant | GPT-4 | F1-macro85.35 | 24 | 3d ago | |
| BioNLP2004, MIT Movie, MIT Restaurant, and OntoNotes 5.0 (Average) few-shot (test) | NuNER | Avg F1 (few-shot)71.53 | 21 | 3d ago | |
| SCIERC (test) | SpERT | F1 Score70.33 | 20 | 3d ago | |
| Mol-Instructions | Cuttlefish | F1 Score78 | 13 | 3d ago | |
| ADE 10-fold cross-validation | Relation-Metric Network | F1 Score0.8711 | 6 | 3d ago | |
| SCIERC (dev) | SCIIE | Precision70 | 6 | 3d ago |
