Drug Synergy Regression on Bliss Size-based OOD
20.85MAEOOD-GraphLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OOD-GraphLLMSetting=Proposed2026.05 | 20.85 | 30.05 | |
| CancerGPTSetting=LLM-Based2026.05 | 23.97 | 35.39 | |
| BAITSAOSetting=LLM-Based2026.05 | 24.36 | 33.13 | |
| JointSynSetting=GNN-Based2026.05 | 26.6 | 34.45 | |
| TranSynergySetting=DNN-Based2026.05 | 26.66 | 35.82 | |
| MatchMakerSetting=DNN-Based2026.05 | 26.87 | 35.58 | |
| SynergyXSetting=DNN-Based2026.05 | 26.95 | 35.98 | |
| DeepSynergySetting=DNN-Based2026.05 | 27.46 | 35.86 | |
| TreeComboSetting=DNN-Based2026.05 | 27.74 | 39.09 | |
| MarSYSetting=DNN-Based2026.05 | 27.97 | 36.85 |