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ResearchFormerly WizWand

Molecular Property Regression on QM9 U0 (test)

14.3MAEMolPeg
9.43242.29175.15108.009Sep 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MolPegPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.0914.3
InfoBatchPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.0915.6
RandomPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.0915.7
DPPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.0916.1
MolPegPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.0917.7
RandomPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.0919.2
InfoBatchPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.0920.4
DPPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.0920.8
MolPegPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.0926.1
InfoBatchPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.0930.1
RandomPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.0930.9
DPPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.0932.3
MolPegPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.0932.4
RandomPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.0934.2
InfoBatchPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.0936.4
DPPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.0939.8
RandomPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.0945.7
MolPegPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.0948.2
InfoBatchPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.0957
DPPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.0968.5
RandomPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.0985
MolPegPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.0992.4
InfoBatchPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09116
DPPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09136