Drug Synergy Regression on HSA Scaffold-based OOD
11.74MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 11.74 | 16.91 | |
| CancerGPTSetting=LLM-Based2026.05 | 13.74 | 18.72 | |
| DeepSynergySetting=DNN-Based2026.05 | 14.19 | 18.61 | |
| MatchMakerSetting=DNN-Based2026.05 | 14.28 | 18.52 | |
| TranSynergySetting=DNN-Based2026.05 | 14.51 | 18.74 | |
| JointSynSetting=GNN-Based2026.05 | 14.73 | 18.99 | |
| BAITSAOSetting=LLM-Based2026.05 | 15.07 | 18.88 | |
| MarSYSetting=DNN-Based2026.05 | 15.42 | 19.39 | |
| SynergyXSetting=DNN-Based2026.05 | 15.58 | 19.34 | |
| TreeComboSetting=DNN-Based2026.05 | 15.7 | 19.51 |