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. 2021 Sep 22;13:71. doi: 10.1186/s13321-021-00552-w

Table 1.

Benchmark Yamanishi_08 datasets and FDA_DrugBank dataset statistics

Statistics Benchmark datasets FDA_DrugBank
NR GPCR IC Enzyme
Number of drugs 54 223 210 445 1,482
Number of targets 26 95 204 664 1,408
Known DTIs 90 635 1476 2926 9881
Unknown DTIs 1314 20,550 41,364 292,554 2,076,775
Sparsity ratio 0.068 0.031 0.036 0.010 0.005