MUTAG
Accuracy
sGIN
Graph Classification
94.14
PROTEINS
Accuracy
sGIN
Graph Classification
78.97
PTC
Accuracy
sGIN
Graph Classification
73.56
NCI1
Accuracy
sGIN
Graph Classification
83.85
IMDb-B
Accuracy
sGIN
Graph Classification
77.94
IMDb-M
Accuracy
sGIN
Graph Classification
54.52
COLLAB
Accuracy
sGIN
Graph Classification
80.71
Wine
Accuracy
sKNN-LDS
Graph Classification
98
Cancer
Accuracy
sKNN-LDS
Graph Classification
95.7
Digits
Accuracy
sKNN-LDS
Graph Classification
92.5
Citeseer
Accuracy
sKNN-LDS
Graph Classification
73.7
Cora
Accuracy
sKNN-LDS
Graph Classification
72.3
20NEWS
Accuracy
sKNN-LDS
Graph Classification
47.9
Cora
AUC
sGraphite-VAE
Link Prediction
93.7
Citeseer
AUC
sGraphite-VAE
Link Prediction
94.1
Pubmed
AUC
sGraphite-VAE
Link Prediction
94.8
Cora
AP
sGraphite-VAE
Link Prediction
93.5
Citeseer
AP
sGraphite-VAE
Link Prediction
95.4
Pubmed
AP
sGraphite-VAE
Link Prediction
96.3