Material Property Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.158MAE
16
Apr 28, 2026
0.197Total Energy MAE (eV/atom)
9
Jun 29, 2026
57.8Phonons (cm⁻¹)
8
May 21, 2026
0.166MAE
8
Feb 26, 2026
0.173MAE
7
Mar 4, 2026
4.86MAE
7
Mar 4, 2026
2.09MAE
7
Mar 4, 2026
0.02MAE
7
Mar 4, 2026
0.089MAE
7
Mar 4, 2026
2.42MAE
7
Mar 4, 2026
0.052MAE
7
Mar 4, 2026
0.2MAE (eV)
7
Mar 4, 2026
23MAE
7
Mar 4, 2026
0.375MAE (eV)
7
Mar 4, 2026
35.4MAE
7
Mar 4, 2026
0.05MAE (eV/atom)
7
Mar 4, 2026
1.89MAE
7
Mar 4, 2026
0.084MAE (eV/atom)
7
Mar 4, 2026
0.305MAE
7
Mar 4, 2026
17.2Energy per Atom
5
Mar 5, 2026
14.9Energy per Atom
5
Mar 5, 2026
0.138Preprocessing Time
3
Mar 26, 2026
5.431Lattice Constant (A)
3
Feb 26, 2026