Molecular Classification on PCBA
27APMolPeg
Evaluation Results
| Method | Links | |
|---|---|---|
| MolPegPruning Ratio %=20, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.09 | 27 | |
| Whole DatasetPruning Ratio %=0, Backbone=GIN, Pre-training=GraphMAE2024.09 | 26.3 | |
| Hard RandomPruning Ratio %=20, Pruning Type=Static, Backbone=GIN, Pre-training=GraphMAE2024.09 | 26.2 | |
| MolPegPruning Ratio %=90, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.09 | 20.7 | |
| InfoBatchPruning Ratio %=90, Pruning Type=Dynamic, Backbone=GIN, Pre-training=GraphMAE2024.09 | 19.9 | |
| Hard RandomPruning Ratio %=90, Pruning Type=Static, Backbone=GIN, Pre-training=GraphMAE2024.09 | 14.6 |