Table 2 Comparison of VGAN-DTI approach with state-of-the-art methods.

From: A generative framework for enhancing drug target interaction prediction in drug discovery

Model

AUC-ROC

Precision

Recall

F1-score

Accuracy

VGAN-DTI

0.9524

0.9535

0.9419

0.9442

0.9630

ELECTRA-DTA32

0.8745

0.8321

0.8154

0.8236

0.8452

MDCT-DTA33

0.8543

0.8215

0.7987

0.8099

0.8368

HoTS34

0.8891

0.8454

0.8327

0.8390

0.8675

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