List your company
ResearchFormerly WizWand

Graph Classification on DD (test)

86.54AccuracyPXGL-GNN
51.554460.637269.7278.8028Mar 27, 2023Sep 6, 2023Feb 17, 2024Jul 30, 2024Jan 10, 2025Jun 23, 2025Dec 4, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PXGL-GNNlearning_mode=supervised2025.1286.54
S2GAElearning_mode=supervised2025.1284.3
SAGNNlearning_mode=supervised2025.1284.12
ICLlearning_mode=supervised2025.1282.77
SubGNNlearning_mode=supervised2025.1282.51
DiffPool-TIPTIP=true2024.0282.12
DMONPool-TIPTIP=true2024.0281.46
SANlearning_mode=supervised2025.1281.36
SpecMatch-CLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1181.12
MinCutPool-TIPTIP=true2024.0280.87
DiffPoolTIP=false2024.0280.27
MSSGCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1179.73
GRAPHSAGElearning_mode=supervised2025.1279.24
CuCotraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1179.2
DMONPoolTIP=false2024.0279.16
MinCutPoolTIP=false2024.0279.15
GraphSAGE2024.0278.83
GCN2024.0278.66
GraphCLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1178.62
GIN2024.0278.05
SimGRACEtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1177.44
DiffPoollearning_mode=supervised2025.1277.42
JOAO V2training_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1177.4
JOAOtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1177.32
TopK2024.0276.97
DGCNNlearning_mode=supervised2025.1276.57
GINlearning_mode=supervised2025.1276.38
TOGL2024.0276.1
DGKtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1174.85
node2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1174.77
Graclus2024.0274.67
LiSABackbone=GIN2023.0374.6
DIRBackbone=GIN2023.0374.1
WLtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1174.02
IRMBackbone=GIN2023.0373.2
GSN2024.0273.17
V-RexBackbone=GIN2023.0373
InfoGraphtraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1172.85
ERMBackbone=GIN2023.0371.8
graph2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1170.32
TopKPoolBackbone=GIN2023.0366.3
sub2vectraining_regime=unsupervised, evaluation_protocol=10-fold cross-validation with linear SVM2025.1154.33
GIBBackbone=GIN2023.0354.3
AttentionBackbone=GIN2023.0352.9