Drug Synergy Regression on ZIP Scaffold-based OOD
11.56MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 11.56 | 17.17 | |
| CancerGPTSetting=LLM-Based2026.05 | 14.21 | 19.29 | |
| BAITSAOSetting=LLM-Based2026.05 | 15.02 | 19 | |
| JointSynSetting=GNN-Based2026.05 | 16.16 | 20.33 | |
| TreeComboSetting=DNN-Based2026.05 | 16.24 | 19.93 | |
| MatchMakerSetting=DNN-Based2026.05 | 17.07 | 20.71 | |
| MarSYSetting=DNN-Based2026.05 | 17.35 | 20.89 | |
| TranSynergySetting=DNN-Based2026.05 | 17.42 | 21.17 | |
| SynergyXSetting=DNN-Based2026.05 | 17.51 | 21.16 | |
| DeepSynergySetting=DNN-Based2026.05 | 17.73 | 22.32 |