elEmBERT-V1

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical4 results

Drug DiscoveryonTox21
AUC· 2023-09-17
0.961
SOTA
Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties arXiv:2309.09355
Drug DiscoveryonSIDER
AUC· 2023-09-17
0.778
SOTA
Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties arXiv:2309.09355
Drug DiscoveryonBACE
AUC· 2023-09-17
0.856
best: 0.878 (TrimNet)
Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties arXiv:2309.09355
Drug DiscoveryonBBBP
AUC· 2023-09-17
0.905
best: 0.92 (ProtoW-L2)
Structure to Property: Chemical Element Embeddings and a Deep Learning Approach for Accurate Prediction of Chemical Properties arXiv:2309.09355