Scaling-law extrapolation on Darcy high-C (holdout)
0.168RMSE (log space)Ours (Eq. (2))
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (Eq. (2))2026.05 | 0.168 | |
| Muennighoff2026.05 | 0.181 | |
| Chinchilla2026.05 | 0.322 | |
| Farseer2026.05 | 0.375 | |
| M4 (D-axis)2026.05 | 0.404 | |
| BNSL k=22026.05 | 0.404 |