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Model for magnetic moment of 2D materials using chemical formula

Model benchmarks

Model name Dataset MAE Team name Dataset size Date submitted Notes
cfid_chemmag2d_chem0.4236JARVIS22601-14-2023CSV, JSON, run.sh, Info
ElemNet2_SCmag2d_chem0.4477NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info
matminer_rfmag2d_chem0.3455UofT22605-22-2023CSV, JSON, run.sh, Info
BRNetmag2d_chem0.3304NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info
matminer_lgbmmag2d_chem0.4261Matminer22601-14-2023CSV, JSON, run.sh, Info
element_fraction_descmag2d_chem1.0267JARVIS22601-14-2023CSV, JSON, run.sh, Info
matminer_xgboostmag2d_chem0.3472UofT22605-22-2023CSV, JSON, run.sh, Info
BNetmag2d_chem0.3203NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info
ElemNet1mag2d_chem0.4605NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info
ElemNet2_TLmag2d_chem0.2997NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info
IRNet_EFmag2d_chem0.3774NorthWestern_University22601-14-2023CSV, JSON, run.sh, Info