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Solubility Prediction research benchmarks · SOTA2 Research

Solubility Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.752ROC AUC

32

May 11, 2026

DeepSol solubility dataset

77Accuracy

9

Feb 26, 2026

MolVision ESOL-V

0.899RMSE

7

Jul 3, 2026

BIOARC (con-ft)

74.24Solubility

7

Feb 26, 2026

TDC-ADMET Solubility (held-out)

0.686MAE

3

May 18, 2026

Solubility DeepSol (test)

Masked-pos MLM+JEPA

4W/L/T

1

May 11, 2026

Popular datasets

Solubility DeepSol TDC-ADMET Solubility MolVision

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