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Benchmark info for matbench_v0.1

The matbench_v0.1 benchmark contains 13 tasks:

Task name Task type Target column (unit) Input type Samples MAD (regression) or Fraction True (classification) Links Submissions
matbench_steels regression yield strength (MPa) composition 312 229.3743 download, interactive 3
matbench_jdft2d regression exfoliation_en (meV/atom) structure 636 67.2020 download, interactive 4
matbench_phonons regression last phdos peak (cm^-1) structure 1,265 323.7870 download, interactive 4
matbench_expt_gap regression gap expt (eV) composition 4,604 1.1432 download, interactive 3
matbench_dielectric regression n (unitless) structure 4,764 0.8085 download, interactive 4
matbench_expt_is_metal classification is_metal composition 4,921 0.4981 download, interactive 3
matbench_glass classification gfa composition 5,680 0.7104 download, interactive 3
matbench_log_gvrh regression log10(G_VRH) (log10(GPa)) structure 10,987 0.2931 download, interactive 4
matbench_log_kvrh regression log10(K_VRH) (log10(GPa)) structure 10,987 0.2897 download, interactive 4
matbench_perovskites regression e_form (eV/unit cell) structure 18,928 0.5660 download, interactive 4
matbench_mp_gap regression gap pbe (eV) structure 106,113 1.3271 download, interactive 4
matbench_mp_is_metal classification is_metal structure 106,113 0.4349 download, interactive 4
matbench_mp_e_form regression e_form (eV/atom) structure 132,752 1.0059 download, interactive 4