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ResearchFormerly WizWand

Graph Classification on IMDB-BIN

75.4AccuracyLDP
44.7252.68560.6568.615Oct 4, 2018May 13, 2019Dec 20, 2019Jul 28, 2020Mar 6, 2021Oct 13, 2021May 22, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LDP2018.1175.4
LDPClassifier=SVM2018.1175.4
GIN2018.1175.1
1-2-3-GNNTuning status=Tuned, Method category=GNN2018.1074.2
3-WLMethod category=Kernel2018.1073.5
WL-OAMethod category=Kernel2018.1073.1
2-WLMethod category=Kernel2018.1072.6
1-WLMethod category=Kernel2018.1072.5
RetGk2018.1171.9
WL2022.0571.6
NCWWL2022.0571.6
1-GNNTuning status=Tuned, Method category=GNN2018.1071.2
PATCHYSANMethod category=GNN2018.1071
PSCN2018.1171
FGSD2018.1171
WL2018.1170.8
NCWalpha=1000, beta=02022.0570.4
1-2-3-GNNTuning status=No Tuning, Method category=GNN2018.1070.3
DGCNNMethod category=GNN2018.1070
DGCNN2018.1170
1-GNNTuning status=No Tuning, Method category=GNN2018.1069.4
RW2022.0568.4
LDPEvaluation Protocol=linear SVM2018.1167.7
LDPClassifier=Linear SVM2018.1167.7
DGK2018.1167
GK2018.1165.9
GRAPHLETMethod category=Kernel2018.1059.4
SHORTEST-PATHMethod category=Kernel2018.1059.2
GH2022.0552.6
GL32022.0550.7
DCNNMethod category=GNN2018.1049.1
DCNN2018.1149.1
SP2022.0548
VL2022.0546.7
EL2022.0545.9