Scaling-law extrapolation on Porian grid high-D (holdout)
0.033RMSE (log space)Ours (Eq. (2))
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (Eq. (2))2026.05 | 0.033 | |
| M4 (D-axis)2026.05 | 0.079 | |
| Farseer2026.05 | 0.1 | |
| Chinchilla2026.05 | 0.115 | |
| Muennighoff2026.05 | 0.115 | |
| BNSL k=22026.05 | 0.139 |