ResearchTasksSolubility PredictionSolubility PredictionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedDeepSolMLM-only0.752ROC AUC32May 11, 2026DeepSol solubility datasetDeepSol77Accuracy9Feb 26, 2026MolVision ESOL-VMolSight0.899RMSE7Jul 3, 2026SolubilityBIOARC (con-ft)74.24Solubility7Feb 26, 2026TDC-ADMET Solubility (held-out)DRUGSAGE-ZERO0.686MAE3May 18, 2026Solubility DeepSol (test)Masked-pos MLM+JEPA4W/L/T1May 11, 2026