E-BasePlanE on SMILES -> SPQR tree (Sage) + PlanE layers. Single seed (42), 500 epochs, ~12 min on a laptop CPU. See mini-PlanE repo for full pipeline.
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| Test set | Target label | Metric | Score |
|---|---|---|---|
| test | Y | mean_absolute_error | 0.31367488801252763 |
These are custom, user-defined attributes that are not required by the Polaris data model.
| Attribute | Value |
|---|---|
| Model | E-BasePlanE |
| Source | mini-PlanE |
| Backbone | SPQR + Block-Cut tree |
| Framework | PyTorch / PyG |
| Paper URL | https://arxiv.org/abs/2307.01180 |
| GitHub URL | https://github.com/radoslav11/mini-PlanE |