Polymer property prediction

Benchmarks

Dataset Name	SOTA Method	Metric
O2Perm	GREA	R^20.941	18	3mo ago
PolyDensity	GREA	R^20.723	18	3mo ago
MeltingTemp	GREA	R^20.736	18	3mo ago
GlassTemp	GREA	R^20.864	18	3mo ago
Tg (Glass transition temperature) S1 (test)	Periodic-TDL	Test R20.901	9	7d ago
Xc S1 (test)	Periodic-TDL	Test R2 Score40.3	9	7d ago
Nc Refractive index S1 (test)	Periodic-TDL	R2 Score (Test)0.826	9	7d ago
EPS Dielectric constant S1 (test)	Periodic-TDL	Test R20.767	9	7d ago
Ei Ionization energy S1 (test)	Periodic-TDL	R2 Score (Test)0.825	9	7d ago
Eea (Electron affinity) S1 (test)	Periodic-TDL	Test R20.925	9	7d ago
Egb Bandgap (bulk) S1 (test)	Periodic-TDL	R2 Score (Test)0.921	9	7d ago
Eib (Electron injection barrier) S1 (test)	Periodic-TDL	Test R2 Score0.748	9	7d ago
Egc Bandgap (chain) S1 (test)	Periodic-TDL	R2 Score (Test)0.906	9	7d ago
Polymer property prediction dataset 1.0 (test)	MGT + LapPE	GAP Error0.0378	9	3mo ago
NeurIPS Open Polymer Prediction Challenge 2025 (public)	PARC	FFV R^20.825	4	3mo ago
Polymer Property Dataset (test)	Polymer-Agent	Dielectric Constant (EPS) (1KHz)3.44	1	3mo ago
Polymer MD (PE, aPS, PMMA, PEG)	-	-	0	1mo ago

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