Surrogate Modeling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.032sMAE
32
Feb 26, 2026
0.49Normalized RMSE
16
Feb 26, 2026
0.07Normalized RMSE
16
Feb 26, 2026
0.87Normalized RMSE
16
Feb 26, 2026
0.63Normalized RMSE
16
Feb 26, 2026
0.95Normalized RMSE
16
Feb 26, 2026
0.34Normalized RMSE
16
Feb 26, 2026
0.93Normalized RMSE
16
Feb 26, 2026
0.64Normalized RMSE
16
Feb 26, 2026
0.26Normalized RMSE
16
Feb 26, 2026
0.62Normalized RMSE
16
Feb 26, 2026
0.43R^2
10
Feb 26, 2026
0.68R^2
10
Feb 26, 2026
0.84R^2
10
Feb 26, 2026
0.92Mean Error
6
Jun 11, 2026
53.4PSNR (dB)
5
Apr 1, 2026
44.7PSNR (dB)
5
Apr 1, 2026
51.72PSNR
5
Apr 1, 2026
1.57Relative Error
4
May 7, 2026
0.037RMSE
4
Mar 24, 2026
96.84Fidelity (%)
4
Mar 17, 2026
0.91R^2 (Obj 0)
4
Feb 26, 2026
1R^2 (Obj0)
4
Feb 26, 2026
0.863R^2 (Obj0)
4
Feb 26, 2026
1R^2 (Obj0)
4
Feb 26, 2026