Synthetic 1D Regression
Benchmarks
TaskDatasetSOTA resultTrendResults
Synthetic 1D Regression Periodic kernel GP
1.372Context Likelihood
16
Synthetic 1D Regression Matern kernel GP
1.365Context Likelihood
16
Synthetic 1D Regression RBF kernel
1.363Context Likelihood
16
Synthetic 1D Regression RBF kernel with noises
1.374Context Likelihood
16
Synthetic 1D Regression Square generator (test)
1.39Log-likelihood
9
Synthetic 1D Regression Sawtooth generator (test)
1.19Log-likelihood
9
Synthetic 1D Regression Periodic kernel (test)
1.17Log-likelihood
9
Synthetic 1D Regression Matern 5/2 kernel (test)
0.18Log-likelihood
9
Synthetic 1D Regression RBF kernel (test)
0.29Log-likelihood
9