Drug Combination Relation Extraction on DrugComb (Extended Evaluation)
74.6Pos-E ScoreRexDrug
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RexDrugBackbone=LLaMA, Explicit NER output requirement=false2026.03 | 74.6 | 77.1 | 81.4 | 85.3 | |
| RexDrugBackbone=Qwen, Explicit NER output requirement=false2026.03 | 74.2 | 76.9 | 81.3 | 84.1 | |
| RexDrugBackbone=LLaMA, Explicit NER output requirement=true2026.03 | 73.8 | 78.1 | 77.3 | 84.4 | |
| RexDrugBackbone=Qwen, Explicit NER output requirement=true2026.03 | 73.2 | 77.9 | 77.4 | 82.1 | |
| Seq2RelExplicit NER output requirement=false2026.03 | 66.7 | — | 71.1 | — | |
| Seq2RelExplicit NER output requirement=true2026.03 | 65.8 | — | 74 | — | |
| GPT-4oReasoning=w/ reasoning, Explicit NER output requirement=true2026.03 | 51.4 | 57.9 | 48.7 | 56 | |
| GPT-4oReasoning=w/o reasoning, Explicit NER output requirement=true2026.03 | 47.4 | 51.9 | 46.8 | 51.6 | |
| GPT-3.5Reasoning=w/o reasoning, Explicit NER output requirement=true2026.03 | 38.4 | 45.9 | 39.6 | 48.7 | |
| GPT-3.5Reasoning=w/ reasoning, Explicit NER output requirement=true2026.03 | 33.9 | 36.9 | 34.9 | 40.3 |