Table 2.

Module ablation studies on human dataset in cold-start split (statistics over five random runs).

Variants	AUROC	AUPRC
DrugLAMPCM w/o PLM	0.829	0.761
DrugLAMPCM w/o FE	0.835	0.765
DrugLAMPCM w/o repeat	0.841	0.749
DrugLAMPCM w/o PGCA	0.837	0.767
DrugLAMPCM w/o PMMA	0.846	0.781
DrugLAMPCM w/o 2C2P	0.857	0.795
DrugLAMPCM	0.860	0.814

Bold numbers indicate the best performance. w/o: without.