Kin8nm
Benchmarks
Task NameDataset NameSOTA 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