| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| COMETA | GenBioEL + ANGEL_PT+FT | Acc@182.8 | 20 | 3mo ago | |
| NCBI | GenBioEL + ANGEL_PT+FT | Acc@192.8 | 20 | 3mo ago | |
| AAP | GenBioEL + ANGEL_PT+FT | Accuracy@190.2 | 15 | 3mo ago | |
| BC5CDR | BioBART + ANGEL_FT | Accuracy @194.7 | 15 | 3mo ago | |
| MM-ST21pv | BioBART + ANGEL_FT | Acc@173.4 | 13 | 3mo ago | |
| Patent | BioELX retriever+reranker | FR Score75.2 | 10 | 5d ago | |
| EMEA | BioELX retriever+reranker | Score (ES)67.1 | 10 | 5d ago | |
| XL-BEL 1.0 (test) | SAPBERT | EN Precision@178.7 | 10 | 3mo ago | |
| WikiMed DE | BioELX retriever+reranker | DE Score67.4 | 9 | 5d ago | |
| MedMentions EN (test) | Recall@174.7 | 8 | 5d ago | ||
| S800 (test) | Accuracy@175.7 | 7 | 11d ago | ||
| Linnaeus (test) | BeLink-reranker-8B | Top-1 Accuracy90 | 7 | 11d ago | |
| NLM-Gene (test) | BeLink-reranker-8B | Accuracy@151.6 | 7 | 11d ago | |
| GNormPlus (test) | BeLink-reranker-8B | Acc@181.5 | 7 | 11d ago | |
| NLM-Chem (test) | Qwen3-reranker-8B | Acc@177.6 | 7 | 11d ago | |
| BC5CDR (C) (test) | BeLink-reranker-8B | Accuracy@193.5 | 7 | 11d ago | |
| BC5CDR(D) (test) | BeLink-reranker-4B | Accuracy@177 | 7 | 11d ago | |
| NCBI-Dis (test) | Qwen3-reranker-8B | Accuracy@174.8 | 7 | 11d ago | |
| AskAPatient | Acc@170.5 | 5 | 3mo ago | ||
| BC5-c | Acc@196.5 | 5 | 3mo ago | ||
| BC5-d | Accuracy@193.5 | 5 | 3mo ago |
