Biomedical Entity Linking on NCBI-Dis (test)
74.8Accuracy@1Qwen3-reranker-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Qwen3-reranker-8BSpeed (Q/s)=4.32026.05 | 74.8 | 57 | |
| BeLink-reranker-8BSpeed (Q/s)=16.52026.05 | 73.4 | 71.9 | |
| BeLink-reranker-4BSpeed (Q/s)=16.52026.05 | 72.9 | 71.4 | |
| BiomedBERT-baseSpeed (Q/s)=6.72026.05 | 71.9 | 66.1 | |
| BiomedBERT-parallelSpeed (Q/s)=67.32026.05 | 71.9 | 67.1 | |
| GPT-4o-as-rerankerSpeed (Q/s)=1.32026.05 | 71 | 71 | |
| Baseline2026.05 | 70 | — |