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Graph Property Prediction on ZINC v1 (test)
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0.07
MAE
SSWL+
0.06528
0.09714
0.129
0.16086
Oct 29, 2023
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
SSWL+
# Params=387k
2023.10
0.07
CIN
# Params=~100k
2023.10
0.079
GNNAK+
# Params=~500k
2023.10
0.08
SUN
# Params=526k
2023.10
0.083
I2GNN
2023.10
0.083
KPGNN
# Params=489k
2023.10
0.093
MAG-GNN-PRE
# Params=496k
2023.10
0.096
MAG-GNN
# Params=496k
2023.10
0.106
NGNN
# Params=~500k
2023.10
0.111
GSN
2023.10
0.115
PF-GNN
2023.10
0.122
RNM
# Params=453k
2023.10
0.128
k-OSAN
2023.10
0.155
GIN
2023.10
0.163
PNA
2023.10
0.188
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