Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties
Open paper
Benchmark
Model
Rank
Results
drug-discovery-on-bace
elEmBERT-V1
#4
AUC: 0.856
drug-discovery-on-bbbp
elEmBERT-V1
#2
AUC: 0.905
drug-discovery-on-sider
elEmBERT-V1
#1
AUC: 0.778
drug-discovery-on-tox21
elEmBERT-V1
#1
AUC: 0.961
Rank counts only results with a code link.