Drug Synergy Regression on HSA Size-based OOD
10.95MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 10.95 | 16.3 | |
| CancerGPTSetting=LLM-Based2026.05 | 14 | 19.1 | |
| MatchMakerSetting=DNN-Based2026.05 | 14.39 | 19.21 | |
| TranSynergySetting=DNN-Based2026.05 | 14.53 | 18.43 | |
| SynergyXSetting=DNN-Based2026.05 | 14.69 | 19.5 | |
| DeepSynergySetting=DNN-Based2026.05 | 14.74 | 18.57 | |
| MarSYSetting=DNN-Based2026.05 | 14.91 | 19.53 | |
| BAITSAOSetting=LLM-Based2026.05 | 14.96 | 18.79 | |
| JointSynSetting=GNN-Based2026.05 | 15.27 | 19.78 | |
| TreeComboSetting=DNN-Based2026.05 | 15.83 | 19.97 |