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Benchmark info for matbench_v0.1

The matbench_v0.1 benchmark contains 13 tasks:

Task name Task type/input Target column (unit) Samples MAD (regression) or Fraction True (classification) Links Submissions
matbench_steels regression/composition yield strength (MPa) 312 229.3743 download, interactive 7
matbench_jdft2d regression/structure exfoliation_en (meV/atom) 636 67.2020 download, interactive 12
matbench_phonons regression/structure last phdos peak (cm^-1) 1,265 323.7870 download, interactive 12
matbench_expt_gap regression/composition gap expt (eV) 4,604 1.1432 download, interactive 10
matbench_dielectric regression/structure n (unitless) 4,764 0.8085 download, interactive 12
matbench_expt_is_metal classification/composition is_metal 4,921 0.4981 download, interactive 5
matbench_glass classification/composition gfa 5,680 0.7104 download, interactive 5
matbench_log_gvrh regression/structure log10(G_VRH) (log10(GPa)) 10,987 0.2931 download, interactive 12
matbench_log_kvrh regression/structure log10(K_VRH) (log10(GPa)) 10,987 0.2897 download, interactive 12
matbench_perovskites regression/structure e_form (eV/unit cell) 18,928 0.5660 download, interactive 12
matbench_mp_gap regression/structure gap pbe (eV) 106,113 1.3271 download, interactive 12
matbench_mp_is_metal classification/structure is_metal 106,113 0.4349 download, interactive 9
matbench_mp_e_form regression/structure e_form (eV/atom) 132,752 1.0059 download, interactive 13