6. Evaluating the proposed strategies relative to established multi-fidelity and transfer learning techniques on a set of representative datasets. In addition to pre-training and fine-tuning standard GNNs , we also compare to the multi-fidelity state embedding (MFSE) approach of and show that neither of them offers significant improvements on drug discovery tasks (Section 2.5).