2025
Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation
ICLR 2025oral
Drug-target binding affinity prediction is a fundamental task for drug discovery. It has been extensively explored in literature and promising results are reported. However, in this paper, we demonstrate that the results may be misleading and cannot be well generalized to real practice. The core obs…