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Density prediction research benchmarks · SOTA2 Research

Density prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PolyInfo (cross-validation)

0.776R2 Score

8

May 27, 2026

Standard Polymers (PE, aPS, PMMA, PEG) at 300 K (NPT production runs)

1.124Simulated Density (g/cm3)

4

Apr 6, 2026

Materials Project crystals

0.034R2

2

Mar 4, 2026

Global forest plots Combined (test)

54.82rRMSE

1

Jul 1, 2026

Global forest plots Leaf-off (test)

57.44rRMSE

1

Jul 1, 2026

Global forest plots Leaf-on (test)

53.72rRMSE

1

Jul 1, 2026

Popular datasets

Global forest plots Materials Project Standard Polymers PolyInfo

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