Drug Synergy Regression on Loewe Size-based OOD
10.42MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 10.42 | 16 | |
| CancerGPTSetting=LLM-Based2026.05 | 11.66 | 17.47 | |
| MatchMakerSetting=DNN-Based2026.05 | 12.13 | 17.06 | |
| MarSYSetting=DNN-Based2026.05 | 12.13 | 17.33 | |
| TranSynergySetting=DNN-Based2026.05 | 12.19 | 17.03 | |
| JointSynSetting=GNN-Based2026.05 | 12.23 | 17.74 | |
| SynergyXSetting=DNN-Based2026.05 | 12.48 | 18.08 | |
| BAITSAOSetting=LLM-Based2026.05 | 12.65 | 17.57 | |
| DeepSynergySetting=DNN-Based2026.05 | 12.99 | 17.67 | |
| TreeComboSetting=DNN-Based2026.05 | 13.58 | 19.43 |