Tabular Regression
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.139NMAE
85
Feb 26, 2026
3.64RMSE
23
Jun 9, 2026
21MAPE
18
Apr 28, 2026
0.111Mean NMAE
15
Mar 10, 2026
520.6RMSE
11
May 29, 2026
0.013RMSE
11
May 29, 2026
1.89RMSE
11
May 29, 2026
356.4RMSE
11
May 29, 2026
0.013RMSE
11
May 29, 2026
1.43RMSE
11
May 29, 2026
0.124Mean NMAE
10
Mar 10, 2026
0.515RMSE (Mean)
8
Feb 26, 2026
0.99R2
7
Jun 23, 2026
3.14Mean Rank
7
May 15, 2026
0.509MLE
6
Feb 26, 2026
0.525MLE Loss
6
Feb 26, 2026
0.772MLE
6
Feb 26, 2026
24.78Median Percentile Score
5
Feb 26, 2026
16.81Median Percentile
5
Feb 26, 2026
5.03Median Leaderboard Percentile
5
Feb 26, 2026
0.907MLE
5
Feb 26, 2026
0.784MLE
5
Feb 26, 2026
0.493MLE
5
Feb 26, 2026
0.693RMSE
4
May 13, 2026
0.52Total experiment time (s)
4
Apr 7, 2026