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ResearchFormerly WizWand

Drug Synergy Classification on HSA Size-based OOD

79.97AccuracyOOD-GraphLLM
65.430869.205472.9876.7546May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OOD-GraphLLMSetting=Proposed2026.0579.9783
CancerGPTSetting=LLM-Based2026.0577.7578.14
BAITSAOSetting=LLM-Based2026.0576.5979.63
TranSynergySetting=DNN-Based2026.0576.4877.46
JointSynSetting=GNN-Based2026.0576.0866.98
DeepSynergySetting=DNN-Based2026.0575.8575.95
MatchMakerSetting=DNN-Based2026.0575.7671.8
MarSYSetting=DNN-Based2026.0574.1170.35
DTSynSetting=DNN-Based2026.0573.0168.03
AttenSynSetting=GNN-Based2026.0572.4767.6
DDoSSetting=GNN-Based2026.057275.37
DeepDDSSetting=GNN-Based2026.0571.9277.07
GAECDSSetting=GNN-Based2026.0571.6570.23
TreeComboSetting=DNN-Based2026.0569.3873.39
DFFNDDSSetting=DNN-Based2026.0568.450.78
MFSynDCPSetting=GNN-Based2026.0565.9970.61