Scaling-law extrapolation on Darcy high-D (holdout)
0.17RMSE (log space)Ours (Eq. (2))
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (Eq. (2))2026.05 | 0.17 | |
| Muennighoff2026.05 | 0.187 | |
| M4 (D-axis)2026.05 | 0.361 | |
| Chinchilla2026.05 | 0.388 | |
| Farseer2026.05 | 0.462 | |
| BNSL k=22026.05 | 66.018 |