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Scaling-law extrapolation on Porian grid high-D (holdout)
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0.033
RMSE (log space)
Ours (Eq. (2))
0.02876
0.05738
0.086
0.11462
May 9, 2026
RMSE (log space)
Updated 22d ago
Evaluation Results
Method
Method
Links
RMSE (log space)
Ours (Eq. (2))
2026.05
0.033
M4 (D-axis)
2026.05
0.079
Farseer
2026.05
0.1
Chinchilla
2026.05
0.115
Muennighoff
2026.05
0.115
BNSL k=2
2026.05
0.139
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