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Graph Classification on PTC (Accuracy)

69.63AccuracyUGT
50.993255.831660.6765.5084Aug 31, 2022Apr 11, 2023Nov 20, 2023Jun 30, 2024Feb 8, 2025Sep 19, 2025May 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
UGT# Parameters=12,0382023.1169.63
UGT2023.1169.63
HGLET + SVMInput Type=Combo, # Parameters=2562023.1168.28
HGLET + SVMFeature Type=Combo2023.1168.28
HGLET + SVMInput Type=Edge2023.1167.71
HGLET + SVMFeature Type=Edge2023.1167.71
CCIN2026.0567.6
GSN2026.0567.2
TopoTune2026.0567.2
HTML2026.0566.9
Natural GN2026.0566.8
GAT2023.1166.7
GAT2023.1166.7
GFN# Parameters=65,6182023.1166.6
GFN2023.1166.6
PPGNs2026.0566.2
KGWL2026.0566.2
PathNN2026.0565.8
TopNets2026.0565.7
GTR2026.0565.2
WLHN2026.0565.1
RePHINE2026.0564.9
GIN2026.0564.6
GCN2023.1164.2
GCN2023.1164.2
GS-SVM2023.1163.94
GS-SVM2023.1163.94
HGLET + SVMInput Type=Node2023.1162.85
HGLET + SVMFeature Type=Node2023.1162.85
MSPN2026.0562.6
CWN2026.0562.1
GraphSNN2026.0561.6
G3N2026.0560
WL kernel2026.0559.9
DGCNN2026.0558.6
DGCNN2023.1158.59
DGCNN2023.1158.59
IGN2026.0558.5
H-SCLparameter=β2022.0857.7
H-UCL2022.0857.3
RWK2026.0555.8
SCL2022.0855.8
GHWT + SVMInput Type=Edge2023.1155.71
GHWT + SVMFeature Type=Edge2023.1155.71
GKk=32026.0555.4
UCL2022.0855.3
GHWT + SVMInput Type=Node2023.1152.29
GHWT + SVMFeature Type=Node2023.1152.29
GHWT + SVMInput Type=Combo2023.1151.71
GHWT + SVMFeature Type=Combo2023.1151.71