Integrating convolutional layers and biformer network with forward-forward and backpropagation training

Benchmark Model Rank Results
molecular-property-prediction-on-bace-1Deep-CBN#6ROC-AUC: 83.6
molecular-property-prediction-on-bbbp-1Deep-CBN#11ROC-AUC: 75.8
molecular-property-prediction-on-clintox-1Deep-CBN#1ROC-AUC: 99.2
molecular-property-prediction-on-hiv-1Deep-CBN#1ROC-AUC: 97.3
molecular-property-prediction-on-muv-1Deep-CBN#1ROC-AUC: 99.8
molecular-property-prediction-on-sider-1Deep-CBN#2ROC-AUC: 78.2
molecular-property-prediction-on-tox21-1Deep-CBN#1ROC-AUC: 92.4