Drug-Drug Interaction Prediction on TWOSIDES (S1)
53.94Hit@5DDIAgents
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DDIAgentsType=Agent-based2026.06 | 53.94 | 21.21 | |
| MDAgentsType=Agent-based2026.06 | 51.42 | 20.07 | |
| DebateType=Agent-based2026.06 | 50.61 | 19.03 | |
| AgentVerseType=Agent-based2026.06 | 49.33 | 19.44 | |
| DDI-GPTType=LLM-based2026.06 | 43.9 | 17.31 | |
| TIGERType=Graph-based2026.06 | 42.24 | 15 | |
| TextDDIType=LLM-based2026.06 | 42.04 | 15.38 | |
| ReflexionType=Agent-based2026.06 | 41.47 | 17.04 | |
| MLPType=Feature-based2026.06 | 40.08 | 14.29 | |
| EmerGNNType=Graph-based2026.06 | 35.84 | 11.07 | |
| CBR-DDIType=LLM-based2026.06 | 35.07 | 13.09 | |
| DecagonType=Graph-based2026.06 | 32.75 | 10.71 | |
| K-PathType=LLM-based2026.06 | 31.15 | 9.57 | |
| MSTEType=Graph-based2026.06 | 30.94 | 10.69 | |
| Single LLMType=LLM-based2026.06 | 27.3 | 7.91 |