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

0.069RMSE (log space)Ours (Eq. (2))
0.03580.25990.4840.7081May 9, 2026

Evaluation results

MethodLinks
Ours (Eq. (2))2026.050.069
Muennighoff2026.050.171
Chinchilla2026.050.182
M4 (D-axis)2026.050.265
BNSL k=22026.050.332
Farseer2026.050.899