Scaling-law extrapolation on Farseer grid (high-C holdout)
0.008RMSE (log space)Ours (Eq. (2))
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (Eq. (2))2026.05 | 0.008 | |
| Farseer2026.05 | 0.02 | |
| Chinchilla2026.05 | 0.028 | |
| Muennighoff2026.05 | 0.028 | |
| M4 (D-axis)2026.05 | 0.111 | |
| BNSL k=22026.05 | 0.111 |