Drug Synergy Regression on ZIP Size-based OOD
12.66MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 12.66 | 19.72 | |
| CancerGPTSetting=LLM-Based2026.05 | 14.07 | 21.65 | |
| BAITSAOSetting=LLM-Based2026.05 | 15.93 | 21.19 | |
| TreeComboSetting=DNN-Based2026.05 | 16.22 | 20.53 | |
| JointSynSetting=GNN-Based2026.05 | 16.62 | 21.35 | |
| DeepSynergySetting=DNN-Based2026.05 | 17.04 | 24.07 | |
| MatchMakerSetting=DNN-Based2026.05 | 17.3 | 22.02 | |
| TranSynergySetting=DNN-Based2026.05 | 17.92 | 22.39 | |
| MarSYSetting=DNN-Based2026.05 | 18.1 | 22.21 | |
| SynergyXSetting=DNN-Based2026.05 | 18.35 | 22.56 |