Molecular Property Regression on QM9 Zpve (test)
1.62MAEMolPeg
Evaluation Results
| Method | Links | |
|---|---|---|
| MolPegPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.62 | |
| InfoBatchPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.64 | |
| RandomPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.65 | |
| DPPruning Ratio %=20, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.68 | |
| MolPegPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.86 | |
| InfoBatchPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.91 | |
| RandomPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.09 | 1.93 | |
| DPPruning Ratio %=40, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.05 | |
| MolPegPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.24 | |
| RandomPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.26 | |
| InfoBatchPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.34 | |
| DPPruning Ratio %=60, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.36 | |
| MolPegPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.51 | |
| RandomPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.09 | 2.53 | |
| RandomPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.09 | 3.09 | |
| MolPegPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.09 | 3.18 | |
| InfoBatchPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.09 | 3.22 | |
| DPPruning Ratio %=70, Backbone=GIN, Pre-training=GraphMAE2024.09 | 3.62 | |
| InfoBatchPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.09 | 4.61 | |
| RandomPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09 | 4.94 | |
| MolPegPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09 | 5.4 | |
| InfoBatchPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09 | 6.26 | |
| DPPruning Ratio %=80, Backbone=GIN, Pre-training=GraphMAE2024.09 | 6.29 | |
| DPPruning Ratio %=90, Backbone=GIN, Pre-training=GraphMAE2024.09 | 8.56 |