Matbench
Benchmarks
TaskDatasetSOTA resultTrendResults
Matbench Bandgap
0.091MAE (eV)
21
Matbench-Discovery
92.9F1 Score
10
Matbench JDFT2D v1.2 (67/33)
95.477RMSE
10
Matbench Perovskites
0.027MAE (eV/unit cell)
9
Matbench Mp_is_metal
96.28AUROC
9
MatBench
57.8Phonons (cm⁻¹)
8
MatBench jdft2d-636 (test)
31.6MAE
7
MatBench e_form-132752 (test)
16.1MAE
7
Matbench (test)
199Delta Epsilon (meV)
6
MatBench
72.8Score
5
MatBench Discovery (full)
0.967Precision
4