Named Entity Recognition on DrugComb (Extended Evaluation)
95.1NER AccuracyRexDrug
Evaluation results
| Method | Links | |
|---|---|---|
| RexDrugBackbone=LLaMA, Explicit NER output requirement=true2026.03 | 95.1 | |
| RexDrugBackbone=Qwen, Explicit NER output requirement=true2026.03 | 94.2 | |
| Seq2RelExplicit NER output requirement=true2026.03 | 94 | |
| GPT-4oReasoning=w/ reasoning, Explicit NER output requirement=true2026.03 | 87.8 | |
| GPT-4oReasoning=w/o reasoning, Explicit NER output requirement=true2026.03 | 86.9 | |
| GPT-3.5Reasoning=w/ reasoning, Explicit NER output requirement=true2026.03 | 84.8 | |
| GPT-3.5Reasoning=w/o reasoning, Explicit NER output requirement=true2026.03 | 83.9 |