Scaling Law Fitting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.693MRE
23
May 19, 2026
0.037MRE
23
May 19, 2026
0.075Mean Relative Error (MRE)
23
May 19, 2026
0.076MRE
23
May 19, 2026
3.083MRE
23
May 19, 2026
0.085MRE
23
May 19, 2026
6.109MRE
23
May 19, 2026
8.597MRE
23
May 19, 2026
0.04Mean Relative Error
23
May 19, 2026
0.041MRE
23
May 19, 2026
3.671Mean Relative Error (MRE)
23
May 19, 2026
6.848MRE
23
May 19, 2026
0.023MRE
14
May 19, 2026
9.318MRE
14
May 19, 2026
0.98Performance (1e-5)
7
May 25, 2026
0.987Score at Scaling Factor 1e-5
7
May 25, 2026
0.986Performance (Scale 1e-5)
7
May 25, 2026
0.989Performance (4-bit)
7
May 25, 2026
99.53Performance (4-bit)
7
May 25, 2026
0.405Scaling Parameter b
5
Feb 26, 2026
0.008RMSE
4
Jun 8, 2026
0.008RMSE
4
Jun 8, 2026
0.008RMSE
4
Jun 8, 2026
0.006RMSE
4
Jun 8, 2026
0.008RMSE
4
Jun 8, 2026