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Mean ± std. over four runs of mean squared error over 19 targets for the QM9 dataset, lower is better.
| (μ ± σ) | Test MSE |
|---|---|
|
| |
| LEGS-FCN | 0.216 ± 0.009 |
| LEGS-ATTN-FCN | 0.348 ± 0.106 |
| LEGS-FIXED | 0.228 ± 0.019 |
| GraphSAGE | 0.524 ± 0.224 |
| GCN | 0.417 ± 0.061 |
| GIN | 0.247 ± 0.037 |
| Baseline | 0.533 ± 0.041 |
