Information Retrieval on PHQA
82.37nDCG@10MedEmbed
Evaluation results
| Method | Links | |
|---|---|---|
| MedEmbedType=Black-Box2026.03 | 82.37 | |
| EmbeddingGemmaType=Black-Box2026.03 | 78.7 | |
| QIME-TF-MMRType=Interpretable2026.03 | 75.64 | |
| QIME-TFType=Interpretable2026.03 | 75.04 | |
| BioLORDType=Black-Box2026.03 | 74.77 | |
| LDIR-500Type=Interpretable2026.03 | 70.68 | |
| PubMedBERTType=Black-Box2026.03 | 68.42 | |
| SimCSE (Sup)Type=Black-Box2026.03 | 65.89 | |
| GloVeType=Black-Box2026.03 | 62.57 | |
| CQG-MBQAType=Interpretable2026.03 | 62.27 | |
| QIMEType=Interpretable2026.03 | 61.74 | |
| SimCSE (Unsup)Type=Black-Box2026.03 | 61.07 | |
| SapBERTType=Black-Box2026.03 | 57.38 | |
| MedCPTType=Black-Box2026.03 | 53.97 | |
| BERTType=Black-Box2026.03 | 46.2 | |
| QA-EmbType=Interpretable2026.03 | 44.95 | |
| Bag-of-WordsType=Interpretable2026.03 | 42.29 | |
| BMRetrieverType=Black-Box2026.03 | 38.62 |