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ResearchFormerly WizWand

Molecular Classification on PCBA

27APMolPeg
14.10417.45220.824.148Sep 2, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MolPegPruning Ratio %=20, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.0927
Whole DatasetPruning Ratio %=0, Backbone=GIN, Pre-training=GraphMAE2024.0926.3
Hard RandomPruning Ratio %=20, Pruning Type=Static, Backbone=GIN, Pre-training=GraphMAE2024.0926.2
MolPegPruning Ratio %=90, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.0920.7
InfoBatchPruning Ratio %=90, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.0919.9
Hard RandomPruning Ratio %=90, Pruning Type=Static, Backbone=GIN, Pre-training=GraphMAE2024.0914.6