Critical Mass: Structure-Disjoint Splits Drift With the Libraries They Are Built On

Tomo Oga, Devesh Shah, Cailum M. K. Stienstra +4

Molecular machine learning evaluates out-of-distribution performance with structure disjoint splits, a construction rule fixed once at the scale its library happened to have: thres…