ResearchBenchmarksGaussian Process Regression on Helsinki neonatal EEG dataset 10000-sample subset (val)Gaussian Process Regression on Helsinki neonatal EEG dataset 10000-sample subset (val)Follow0.145RMSEPL0.138680.181340.2240.26666Jan 22, 2026Evaluation resultsMethodMethodLinksRMSETime (s)PLKernel=LaplaceKernel=Laplace2026.010.145630.61PLKernel=LocPerKernel=LocPer2026.010.17554.79PLKernel=RQKernel=RQ2026.010.192337.68PLKernel=SEKernel=SE2026.010.194306.22VFEKernel=LaplaceKernel=Laplace2026.010.27614.32VFEKernel=RQKernel=RQ2026.010.285402.32VFEKernel=LocPerKernel=LocPer2026.010.289611.61VFEKernel=SEKernel=SE2026.010.303148.08