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ResearchFormerly WizWand

Drug Synergy Classification on HSA Scaffold-based OOD

80.98Accuracy (ACC)OOD-GraphLLM
65.442469.476273.5177.5438May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OOD-GraphLLMSetting=Proposed2026.0580.9883.48
MatchMakerSetting=DNN-Based2026.0577.9773.71
CancerGPTSetting=LLM-Based2026.0577.6580.66
JointSynSetting=GNN-Based2026.0577.2669.62
TranSynergySetting=DNN-Based2026.0576.7973.14
AttenSynSetting=GNN-Based2026.0576.6270.9
BAITSAOSetting=LLM-Based2026.0575.1379.85
MarSYSetting=DNN-Based2026.0574.6773.18
DTSynSetting=DNN-Based2026.0574.4269.49
DeepSynergySetting=DNN-Based2026.0572.8875.62
TreeComboSetting=DNN-Based2026.0572.3576.32
GAECDSSetting=GNN-Based2026.0571.2372.56
DDoSSetting=GNN-Based2026.0571.1673.03
DeepDDSSetting=GNN-Based2026.0568.773.95
MFSynDCPSetting=GNN-Based2026.0567.3173.42
DFFNDDSSetting=DNN-Based2026.0566.0449.58