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ResearchFormerly WizWand

Drug Synergy Classification on ZIP Size-based OOD

76.56AccuracyOOD-GraphLLM
50.310457.125263.9470.7548May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
OOD-GraphLLMSetting=Proposed2026.0576.5685.25
CancerGPTSetting=LLM-Based2026.0573.9981.75
DeepSynergySetting=DNN-Based2026.0573.3483.12
BAITSAOSetting=LLM-Based2026.0569.3976.4
DDoSSetting=GNN-Based2026.0569.0674.09
TreeComboSetting=DNN-Based2026.0568.2276.03
DeepDDSSetting=GNN-Based2026.0568.0674.09
MFSynDCPSetting=GNN-Based2026.0565.9471.89
DTSynSetting=DNN-Based2026.0564.2869.4
MatchMakerSetting=DNN-Based2026.0563.9869.97
JointSynSetting=GNN-Based2026.0563.0370.14
AttenSynSetting=GNN-Based2026.0561.9365.36
TranSynergySetting=DNN-Based2026.0561.6565.17
GAECDSSetting=GNN-Based2026.0560.8772
MarSYSetting=DNN-Based2026.0553.9868.49
DFFNDDSSetting=DNN-Based2026.0551.3250.67