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ResearchFormerly WizWand

Graph Classification on OGB-Tox21 (test)

0.7758ROC-AUCHyperDrop + GMT
0.6906240.7127370.734850.756963Feb 23, 2021Apr 3, 2021May 12, 2021Jun 20, 2021Jul 29, 2021Sep 6, 2021Oct 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
HyperDrop + GMTArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.060.7758
GINVirtual Node=True2021.100.7757
GatedGCNPositional Encoding=LSPE2021.100.7754
GCNVirtual Node=True2021.100.7746
GatedGCNPositional Encoding=LapPE2021.100.7743
GMTEvaluation Setting=Reproduced2021.020.773
GMTArchitecture Type=Global, Evaluation Protocol=Standard Split2021.060.773
HyperDropArchitecture Type=Ours, Evaluation Protocol=Standard Split2021.060.7695
GCNEvaluation Setting=Leaderboard2021.020.7529
GCNVirtual Node=False2021.100.7529
MinCutPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7511
GCNEvaluation Setting=Reproduced2021.020.7504
GCNArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.060.7504
GINEvaluation Setting=Leaderboard2021.020.7491
GINVirtual Node=False2021.100.7491
DiffPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7488
EdgePoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7377
GINEvaluation Setting=Reproduced2021.020.7327
GINArchitecture Type=Naive GNN, Evaluation Protocol=Standard Split2021.060.7327
DeepSetArchitecture Type=Set, Evaluation Protocol=Standard Split2021.060.7225
ASAPArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.7224
SAGPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.6981
SortPoolArchitecture Type=Global, Evaluation Protocol=Standard Split2021.060.6954
TopKPoolArchitecture Type=Hierarchical, Evaluation Protocol=Standard Split2021.060.6939