Regression
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.51MAE
18
Feb 26, 2026
0.54Mean Relative Absolute Error
18
Feb 26, 2026
0.003Gap Energy Error (delta_e)
18
May 12, 2026
0.001MSE
17
Jun 18, 2026
0.018MSE
17
Jun 18, 2026
0.004MSE
17
Jun 18, 2026
1.17RMSE
17
May 26, 2026
0.745RMSE
17
May 18, 2026
1.523RMSE
17
May 18, 2026
0.797RMSE
17
May 18, 2026
0.8R2
17
May 19, 2026
0.509NCIW
17
Mar 4, 2026
0.291NCIW
17
Mar 4, 2026
0.175NCIW
17
Mar 4, 2026
-0.65MRAE (Symmetric, 20%)
17
Feb 26, 2026
2.63NLL
17
Jul 9, 2026
0.008Log Likelihood (Test)
17
Feb 26, 2026
2.61RMSE
17
Apr 1, 2026
0.69MSE
17
Feb 26, 2026
0.29RMSE
16
May 19, 2026
0.41RMSE
16
May 19, 2026
100CRPS Posterior Probability
16
Apr 28, 2026
0.145RMSE
16
Mar 20, 2026
0.026RMSE
16
Mar 20, 2026
0.086RMSE
16
Mar 20, 2026