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ResearchFormerly WizWand

Graph Classification on MolHIV (test)

0.8163AUCSTGT
0.7764680.7868090.797150.807491May 19, 2023Nov 1, 2023Apr 15, 2024Sep 28, 2024Mar 13, 2025Aug 26, 2025Feb 9, 2026
Updated 8mo ago

Evaluation results

MethodLinks
STGT2026.020.8163
GRPE-Standard#Param=46.2M, Pre-trained=true2023.050.8139
GPTrans-B#Param=45.7M, Pre-trained=true2023.050.8126
EGT-Larger#Param=110.8M, Pre-trained=true2023.050.806
EGTPre-trained=true2026.020.806
Graphormer-B#Param=47.0M, Pre-trained=true2023.050.8051
GraphormerPre-trained=true2026.020.8051
GNNPlus2026.020.804
Subgraphormer2026.020.8038
Graph ViT2026.020.7997
DGN#Param=110K, Pre-trained=false2023.050.797
DeeperGCN-FLAG#Param=532K, Pre-trained=false2023.050.7942
PHC-GNN#Param=114K, Pre-trained=false2023.050.7934
PNA#Param=326K, Pre-trained=false2023.050.7905
Specformer2026.020.7889
GraphGPS2026.020.788
GRIT2026.020.7835
SAN2026.020.7785
GIN-VN#Param=3.3M, Pre-trained=false2023.050.778