Drug-Drug Interaction Prediction on TWOSIDES S2
44.08Hit@5DDIAgents
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DDIAgentsBackbone LLM=GPT-4o2026.06 | 44.08 | 14.9 | |
| DDIAgentsBackbone LLM=Qwen 2.5 7B2026.06 | 42.26 | 14.08 | |
| DDIAgentsType=Agent-based2026.06 | 42.26 | 14.08 | |
| AgentVerseType=Agent-based2026.06 | 40.38 | 13.14 | |
| MDAgentsType=Agent-based2026.06 | 40.09 | 12.64 | |
| DebateType=Agent-based2026.06 | 38.66 | 12.78 | |
| DDI-GPTType=LLM-based2026.06 | 33.51 | 10.24 | |
| CBR-DDIType=LLM-based2026.06 | 32.77 | 10.31 | |
| ReflexionType=Agent-based2026.06 | 30.71 | 9.55 | |
| TextDDIType=LLM-based2026.06 | 29.35 | 9.77 | |
| EmerGNNType=Graph-based2026.06 | 28.35 | 8.56 | |
| MLPType=Feature-based2026.06 | 26.79 | 7.24 | |
| TIGERType=Graph-based2026.06 | 25.26 | 6.65 | |
| MSTEType=Graph-based2026.06 | 25 | 6.67 | |
| DecagonType=Graph-based2026.06 | 24.22 | 6.59 | |
| K-PathType=LLM-based2026.06 | 24.01 | 5.82 | |
| Single LLMType=LLM-based2026.06 | 23.78 | 6.58 |