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Scaling-law extrapolation on Darcy high-D (holdout)

0.17RMSE (log space)

Ours (Eq. (2))

Updated 22d ago

Evaluation Results

Method	Links
Ours (Eq. (2)) 2026.05		0.17
Muennighoff 2026.05		0.187
M4 (D-axis) 2026.05		0.361
Chinchilla 2026.05		0.388
Farseer 2026.05		0.462
BNSL k=2 2026.05		66.018