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Benchmarks
Molecular Property Regression on ZINC full (test)
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0.036
MAE
Hierarchical Inter-Message Passing
0.03212
0.05831
0.0845
0.11069
Apr 2, 2019
Jun 15, 2019
Aug 29, 2019
Nov 11, 2019
Jan 25, 2020
Apr 8, 2020
Jun 22, 2020
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
Hierarchical Inter-Message Passing
2020.06
0.036
δ-2-GNN
2019.04
0.042
δ-2-GNN
Type=Baseline
2019.04
0.042
δ-2-LGNN
2019.04
0.045
δ-2-LGNN
Type=Local
2019.04
0.045
GINE-ε
2019.04
0.084
GINE-ε
Type=Baseline
2019.04
0.084
GIN-E
2020.06
0.088
2-WL-GNN
2019.04
0.133
2-WL-GNN
Type=Baseline
2019.04
0.133
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