ResearchTaskslogP predictionlogP predictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedPubChem 100K molecules (test)Chemprop0.98PCC9Jul 7, 2026ZINC 250K (test)ECFP60.49RMSE3Feb 26, 2026REAL 100K (test)CSLVAE0.539RMSE3Feb 26, 2026