California Housing
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
California Housing 1990 U.S. Census (train)
0.277RMS
5
California Housing
0.055Performance Metric
5
California Housing (test)
0.004Median Excess Test Loss
5
California Housing v1.0 (Fold V)
0.49Max MSE
5
California Housing v1.0 (Fold IV)
0.758Max MSE
5
California Housing v1.0 (Fold III)
0.586Max MSE
5
California Housing v1.0 (Fold II)
0.525Max MSE
5
California Housing v1.0 (Fold I)
1.18Max MSE
5
California housing East → West deployment shift 30% gap
10.6MAE
5
California Housing (train)
0.28Training Time
5
California Housing Kaggle original (train test)
24.78Median Percentile Score
5
California Housing OOD
99.2OOD Coverage
4
California Housing ALL (test)
95.8Coverage (ALL)
4
California Housing in-distribution (ID)
92.8ID Coverage
4
california housing OpenML CTR 23 (test)
44,971.31RMSE
4
California Housing
74.4Median R^2
4
California Housing
99.9Stability
3
California housing East → West deployment shift
—Primary metric
0