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ResearchFormerly WizWand

Drug Synergy Regression on Loewe Size-based OOD

10.42MAEOOD-GraphLLM
10.293611.14681212.8532May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OOD-GraphLLMSetting=Proposed2026.0510.4216
CancerGPTSetting=LLM-Based2026.0511.6617.47
MatchMakerSetting=DNN-Based2026.0512.1317.06
MarSYSetting=DNN-Based2026.0512.1317.33
TranSynergySetting=DNN-Based2026.0512.1917.03
JointSynSetting=GNN-Based2026.0512.2317.74
SynergyXSetting=DNN-Based2026.0512.4818.08
BAITSAOSetting=LLM-Based2026.0512.6517.57
DeepSynergySetting=DNN-Based2026.0512.9917.67
TreeComboSetting=DNN-Based2026.0513.5819.43