Kin8nm
Benchmarks
TaskDatasetSOTA resultTrendResults
Kin8nm UCI (test)
0.078RMSE
27
Kin8nm
0.079RMSE
24
Kin8nm XGB (test)
0.007Final Simple Regret
22
Kin8nm LGBM (test)
0.008Final Simple Regret
22
Kin8nm
100Posterior Probability P(< MAP)
22
kin8nm
0.194NCIW
22
Kin8nm
-1.03Actual NLL
16
Kin8nm
0.07RMSE
14
Kin8nm (test)
0.087RMSE
12
Kin8nm (no contamination)
0.132RMSE
11
Kin8nm 10% outlier contamination (test)
0.136RMSE
11
kin8nm
0.327Interval Score Loss
11
kin8nm
0.004Quantile Loss
11
KIN8NM
0.515Fidelity
10
kin8nm (test)
1.4Test Log Likelihood
9
kin8nm CV (test)
0.92R2 Score
8
Kin8nm OOD rescaled by 0.1 non-normalized UCI (test)
0.26RMSE
8
Kin8nm
1Relative Percentage Error
8
Kin8nm UCI (test)
1.25Test Log-Likelihood
8
Kin8nm UCI rescaled 3x std normalized (test)
0.25RMSE
7
Kin8nm
0.033MSE
6
kin8nm (test)
91.89PICP
6
Kin8nm UCI
0.039Ensemble CRPS
6
UCI Kin8nm
0.07W1 Error
6
Kin8nm
1.507Average Training Time (s)
6