Regression Datasets
Benchmarks
TaskDatasetSOTA resultTrendResults
21 Regression Datasets
0.111Mean NMAE
15
64 Regression Datasets
28.9Median %RMSE Reduction
15
Average of Regression Datasets (Adult, WiDS, Bike Sharing, Cal. Housing) (test)
90.5Coverage
12
12 regression datasets
0.761Mean R^2
10
15 regression datasets
0.124Mean NMAE
10
Regression Datasets Average (test)
0.51NAURC
9
15 regression datasets
0.603Mean R2
9
Medium-sized regression datasets (test)
0.69R2 Score
7
7 regression datasets aggregate
1.29MeanRank
6
42 Regression Datasets (840 train test)
1.037Relative RMSE (50% Quantile)
6
20 regression datasets aggregate (test)
0.053Mean Diff. in R^2
3
Regression Datasets
0.19Diff Corr
2
19 Regression Datasets
1,579TabMixNN Wins
1