Scaling-law extrapolation on MNIST high-C holdout
0.127RMSE (log space)Ours (Eq. (2))
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (Eq. (2))2026.05 | 0.127 | |
| M4 (D-axis)2026.05 | 0.295 | |
| BNSL k=22026.05 | 0.309 | |
| Chinchilla2026.05 | 0.332 | |
| Muennighoff2026.05 | 0.333 | |
| Farseer2026.05 | 1.389 |