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

Table 8.

Comparison of the parameters and performance of TranGRU on BBBP and LogP

Model Layers att-heads Accuracy ROC-AUC Accuracy ROC-AUC
BBBP BBBP LogP LogP
TranGRU 6 4 0.9534 0.9799 0.941 0.984
TranGRU(big) 12 4 0.9134 0.9746 0.901 0.974