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Scaling-law extrapolation on Darcy high-D (holdout)
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0.17
RMSE (log space)
Ours (Eq. (2))
-2.46392
15.31504
33.094
50.87296
May 9, 2026
RMSE (log space)
Updated 22d ago
Evaluation Results
Method
Method
Links
RMSE (log space)
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
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