ResearchBenchmarksGraph Property Regression on ZINC (MAE, RMSE, NLL)Graph Property Regression on ZINC (MAE, RMSE, NLL)Follow0.4341MAESGPA0.4285320.4661160.50370.541284Mar 1, 2026Evaluation resultsMethodMethodLinksMAERMSENLLSGPAModel Type=KernelModel Type=Kernel2026.030.43410.81990.9319MCDModel Type=KernelModel Type=Kernel2026.030.43850.83690.9264SGPAE2026.030.45570.84791.0118DE2026.030.47110.86351.0949MLEModel Type=KernelModel Type=Kernel2026.030.51911.09771.0977MFVIModel Type=KernelModel Type=Kernel2026.030.57021.1051.1683MLEModel Type=SDPModel Type=SDP2026.030.57331.14591.1459