Interatomic Potential Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
23.42Energy RMSE (meV)
22
Jul 3, 2026
8.1Energy RMSE (meV)
22
Jul 3, 2026
2.69Energy RMSE (meV)
22
Jul 3, 2026
0.58Energy RMSE (meV/atom)
11
Mar 9, 2026
1.12Energy MAE/Atom (meV)
8
Jun 4, 2026
0.116Energy MAE
8
Feb 26, 2026
0.112Energy MAE
8
Feb 26, 2026
0.042Energy MAE
8
Feb 26, 2026
0.056Energy MAE
8
Feb 26, 2026
0.053Energy MAE
8
Feb 26, 2026
0.068Energy MAE
8
Feb 26, 2026
0.064Energy MAE
8
Feb 26, 2026
1.1Al∪Mg∪Cu Energy MAE
7
Jun 18, 2026
0.17Aspirin Energy MAE
7
Jun 18, 2026
0.455Energy RMSE (meV/atom)
6
Feb 26, 2026
0.113Energy RMSE (meV/atom)
6
Feb 26, 2026
0.062Energy RMSE (meV/atom)
5
Feb 26, 2026
7.8RMSE Energy (meV)
4
Jul 3, 2026
0.5DES370K Dimers Energy Error (meV/atom)
4
May 12, 2026
210Energy MAE (meV)
3
Mar 6, 2026