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Molecular property prediction on MOLESOL

0.847RMSE

DS-GNN (NM)

Updated 4d ago

Evaluation Results

Method	Links
DS-GNN (NM) 2024.04		0.847
GRANOLA 2024.04		0.96
GIN + GRANOLA 2024.04		0.96
GRANOLA-MS 2024.04		0.971
RECONSTR. GNN 2024.04		1.026
GIN 2024.04		1.037
GIN + SuperNorm 2024.04		1.037
GIN 2024.04		1.039
GIN + RNF-NORM 2024.04		1.039
GIN 2024.04		1.044
GIN + GraphNorm 2024.04		1.044
GIN 2024.04		1.052
GIN + BatchNorm + RNF-PE 2024.04		1.052
GIN 2024.04		1.058
GIN + LayerNorm-node 2024.04		1.058
GIN 2024.04		1.061
GIN + LayerNorm-graph 2024.04		1.061
GIN 2024.04		1.062
GIN + MeanSubtractionNorm 2024.04		1.062
GIN 2024.04		1.068
GIN + NodeNorm 2024.04		1.068
GIN 2024.04		1.084
GIN + PairNorm 2024.04		1.084
GIN 2024.04		1.087
GIN + DiffGroupNorm 2024.04		1.087
GRANOLA-NO-RNF 2024.04		1.088
GIN + GRANOLA-NO-RNF 2024.04		1.088
GIN 2024.04		1.099
GIN + InstanceNorm 2024.04		1.099
GCN 2024.04		1.114
GIN 2024.04		1.121
GIN + GraphSizeNorm 2024.04		1.121
GIN 2024.04		1.164
GIN + Identity 2024.04		1.164
GIN 2024.04		1.173
GIN 2024.04		1.173
GIN + BatchNorm 2024.04		1.173