GraphConv + dummy super node

Reported on 4 benchmarks across 1 task · 1 paper · 4 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· 2017-09-12
0.854
best: 0.961 (elEmBERT-V1)
SOTA
Learning Graph-Level Representation for Drug Discovery arXiv:1709.03741
Drug DiscoveryonToxCast
AUC· 2017-09-12
0.768
best: 0.777 (TrimNet)
SOTA
Learning Graph-Level Representation for Drug Discovery arXiv:1709.03741
Drug DiscoveryonMUV
AUC· 2017-09-12
0.845
best: 0.851 (TrimNet)
SOTA
Learning Graph-Level Representation for Drug Discovery arXiv:1709.03741
Drug DiscoveryonPCBA
AUC· 2017-09-12
0.867
SOTA
Learning Graph-Level Representation for Drug Discovery arXiv:1709.03741