Entity Linking on MM-ST21PV English
80Recall@1LongBEL-8B + Ensemble
Evaluation results
| Method | Links | |
|---|---|---|
| LongBEL-8B + EnsembleContext Level=Global-Context, Ensemble=true2026.05 | 80 | |
| LongBEL-8BContext Level=Global-Context2026.05 | 79.3 | |
| LongBEL-1B + EnsembleContext Level=Global-Context, Ensemble=true2026.05 | 78.6 | |
| LongBEL-1BContext Level=Global-Context2026.05 | 77.6 | |
| ArboELContext Level=Local-Context2026.05 | 76.9 | |
| Llama-8BContext Level=Local-Context, Framework=GENRE2026.05 | 75 | |
| Llama-1BContext Level=Local-Context, Framework=GENRE2026.05 | 73.1 | |
| mBART-largeContext Level=Local-Context, Framework=GENRE2026.05 | 69.6 | |
| SapBERTContext Level=Context-Free2026.05 | 65.6 | |
| SapBERT-allContext Level=Context-Free2026.05 | 64.6 | |
| CODER-allContext Level=Context-Free2026.05 | 62.9 | |
| BERGAMOTContext Level=Context-Free2026.05 | 60.9 | |
| SciSpacyContext Level=Context-Free2026.05 | 53.8 |