Atom-level force prediction on NaCl aqueous ionic system
380.96Overall MAEOracle-continuous-alpha
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oracle-continuous-alpharouting=oracle continuous2026.06 | 380.96 | 4.68 | |
| ScalePool-final-update2026.06 | 381.23 | 4.61 | |
| Oracle-hard-gate / ScalePool-{0,1}routing=oracle hard-gate, pooling={0,1}2026.06 | 382.67 | 4.25 | |
| Gradient-MLP-alpha-gategate=MLP, update=gradient2026.06 | 396.55 | 0.78 | |
| HybridV2-close-RFsoft-else-RFhardrouting=hybrid (soft/hard)2026.06 | 396.67 | 0.75 | |
| RFV2-hardrouting=hard2026.06 | 396.91 | 0.69 | |
| Learned-alpha-posthocmode=posthoc2026.06 | 397.83 | 0.46 | |
| Fixed-alpha-0.2alpha=0.22026.06 | 399.21 | 0.11 | |
| Long-only2026.06 | 399.65 | 0 |