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. 2022 Nov 14;53(12):15246–15260. doi: 10.1007/s10489-022-04280-y

Table 4.

ROC-AUC scores on HIV. The best performance is denoted by bold

Tokens BiGRU Transformer TranGRU
-S 0.7927 0.7484 0.8105
-B 0.7942 0.8079 0.8115

“-S” represents using an atom-level tokenizer to tokenize the SMILES strings, and “-B” represents using SPE as the tokenizer