Beyond Predictive Accuracy: A Reliability-Aware Audit of Molecular Representations for Human Olfaction

Kai Lun Huang, Wei Chieh Sun

Pretrained molecular encoders are commonly evaluated through downstream prediction, but predictive accuracy alone does not establish that a learned representation captures reproduc…