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Matminer

Benchmarks

Task NameDataset NameSOTA ResultTrend
Material Property PredictionMatminer 3D Poly Electronic 5-split average
MAE23
7
Material Property PredictionMatminer 2D Band Gap (eV) (5-split average)
MAE (eV)0.375
7
Material Property PredictionMatminer 2D Formation Energy (eV/atom) (5-split average)
MAE (eV/atom)0.0495
7
Material Property PredictionMatminer Experimental Band Gap (eV) 5-split average
MAE0.305
7
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