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Papers Benchmarks Datasets Tasks

Molecule graph property prediction research benchmarks · SOTA2 Research

Molecule graph property prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ogbg-molbbbp (test)

0.707ROC-AUC

32

Jun 30, 2026

ogbg-mollipo (test)

0.69RMSE

12

Feb 26, 2026

ogbg-mollipo (val)

0.604RMSE

12

Feb 26, 2026

ogbg-molfreesolv (test)

1.88RMSE

12

Feb 26, 2026

molfreesolv ogbg (val)

2.033RMSE

12

Feb 26, 2026

ogbg-molesol (test)

0.911RMSE

12

Feb 26, 2026

ogbg-molesol (val)

0.742RMSE

12

Feb 26, 2026

ogbg-molbbbp (val)

0.975ROC-AUC

12

Feb 26, 2026

ogbg-molbace (test)

0.821ROC-AUC

12

Feb 26, 2026

ogbg-molbace (val)

83.36ROC-AUC

12

Feb 26, 2026

Popular datasets

ogbg-molbace ogbg-molesol ogbg-mollipo molfreesolv molbbbp

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