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Scaling-law extrapolation on CIFAR-100 high-C holdout

0.081RMSE (log space)Ours (Eq. (2))
0.059960.201980.3440.48602May 9, 2026

Evaluation results

MethodLinks
Ours (Eq. (2))2026.050.081
BNSL k=22026.050.117
M4 (D-axis)2026.050.126
Muennighoff2026.050.151
Chinchilla2026.050.156
Farseer2026.050.607