ResearchTasksRegression-based molecular property predictionRegression-based molecular property predictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedLipophilicity (random split)D-MPNN0.555RMSE5Feb 26, 2026FreeSolv (random split)MolBERT0.941RMSE5Feb 26, 2026ESOL (random split)SELFormer0.386RMSE5Feb 26, 2026pdbbind (random split)D-MPNN1.391RMSE2Feb 26, 2026