SIDER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Graph property prediction | SIDER | ROC AUC70.12 | 95 | |
| Molecular property prediction | SIDER (test) | ROC-AUC0.807 | 81 | |
| Molecular property prediction | SIDER 50-shot (test) | ROC-AUC0.5546 | 40 | |
| Molecular property prediction | SIDER | ROC AUC0.7179 | 32 | |
| Molecular prediction | SIDER full-shot (test) | ROC-AUC68.82 | 25 | |
| Molecule property prediction | ogbg-SIDER | ROC-AUC63.16 | 18 | |
| Classification | SIDER random 6:2:2 (test) | ROC-AUC65.93 | 17 | |
| Molecular prediction | SIDER 100-shot (test) | ROC-AUC0.561 | 15 | |
| Multi-label Binary Classification | SIDER MoleculeNet (test) | AUC68.5 | 10 | |
| Molecular Property Classification | SIDER GROVER split (test) | ROC AUC69.5 | 3 |
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