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ResearchFormerly WizWand

Molecular Property Regression on QM9 Zpve (test)

1.62MAEMolPeg
1.34243.21625.096.9638Sep 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MolPegPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.091.62
InfoBatchPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.091.64
RandomPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.091.65
DPPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.091.68
MolPegPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.091.86
InfoBatchPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.091.91
RandomPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.091.93
DPPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.092.05
MolPegPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.092.24
RandomPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.092.26
InfoBatchPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.092.34
DPPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.092.36
MolPegPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.092.51
RandomPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.092.53
RandomPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.093.09
MolPegPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.093.18
InfoBatchPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.093.22
DPPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.093.62
InfoBatchPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.094.61
RandomPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.094.94
MolPegPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.095.4
InfoBatchPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.096.26
DPPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.096.29
DPPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.098.56