Concrete
Benchmarks
TaskDatasetSOTA resultTrendResults
Concrete UCI (test)
4.72RMSE
40
Concrete 40% MNAR
0.022Time (s)
32
Concrete 20% MNAR
0.017Time (s)
32
Concrete
0.886R^2
25
Concrete
0.275MSE
18
concrete
1.58Conditional Marginal Coverage
16
Concrete 60
0.025Time (s)
16
Concrete 60% MNAR
0.025Time (s)
16
concrete (test)
0.109MSE
15
Concrete UCI (test pool)
0.038MACE
14
Concrete
0.104MAE
14
concrete
92.1Performance
13
concrete
92Accuracy / R2
13
concrete
90.7Performance
13
Concrete (UCI)
-2.855Log-Likelihood
13
Concrete
3.22Test Log Likelihood
12
concrete
0.405NCIW
12
Concrete (test)
4.257RMSE
12
Concrete 10% outlier contamination
7.55RMSE
11
Concrete no contamination
5.14RMSE
11
concrete
26.754Interval Score Loss
11
concrete
0.334Quantile Loss
11
Concrete
96.4Empirical Coverage
10
Concrete
0.81WR2
10
Concrete TabArena v0.1 (test)
4RMSE
10