Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning

Benchmark Model Rank Results
molecular-property-prediction-onSMA#2RMSE: 0.609
molecular-property-prediction-on-bace-1SMA#5ROC-AUC: 84.3
molecular-property-prediction-on-bbbp-1SMA#12ROC-AUC: 75.0
molecular-property-prediction-on-esolSMA#11RMSE: 0.623
molecular-property-prediction-on-freesolvSMA#10RMSE: 1.09
molecular-property-prediction-on-hiv-datasetSMA#5AUC: 0.789