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ResearchFormerly WizWand

Graph Classification on RDT-B (test)

93.5AccuracyGIN+GraphNorm
67.832874.496481.1687.8236Sep 7, 2020Jul 21, 2021Jun 4, 2022Apr 18, 2023Mar 1, 2024Jan 13, 2025Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
GIN+GraphNormBackbone=GIN, Normalization=GraphNorm2020.0993.5
GIN+INSTANCENORMBackbone=GIN, Normalization=InstanceNorm2020.0993.2
GIN+BATCHNORMBackbone=GIN, Normalization=BatchNorm2020.0992.4
SpecMatch-CLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1191.31
MSSGCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1191.08
GraphCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1189.53
SimGRACEtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1189.51
CuCotraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1188.6
AWLBackbone=AWL2020.0987.9
JOAO V2training_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1186.42
JOAOtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1185.29
GIN+LAYERNORMBackbone=GIN, Normalization=LayerNorm2020.0982.8
InfoGraphtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1182.5
WL SUBTREEBackbone=WL SUBTREE2020.0981
DGKtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1178.04
graph2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1175.48
node2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1172.76
sub2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1171.48
WLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1168.82