Table 4.

Results of ablation experiments on Human and Davis datasets

Dataset	Method	ROC–AUC	PR–AUC	Recall
Human	MCL-DTI	0.987	0.989	0.961
	Image + SMILES	0.983	0.982	0.926
	Text	0.963	0.966	0.910
	Image	0.983	0.985	0.935
	-MCA	0.984	0.984	0.897
	MCA, image	0.968	0.971	0.919
	MCA,text	0.980	0.982	0.945
Davis	MCL-DTI	0.922	0.492	0.895
	Iimage + SMILES	0.917	0.462	0.874
	Text	0.917	0.481	0.842
	Iimage	0.916	0.466	0.884
	MCA	0.914	0.471	0.835
	MCA, image	0.912	0.473	0.839
	MCA, text	0.913	0.453	0.839