Energy and Force Prediction on Alloy DPA2 (test)
1.2Energy RMSE (meV/atom)MatRIS-M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MatRIS-M2026.03 | 1.2 | 15.9 | |
| eqV2non-conservative force prediction=true2026.03 | 1.9 | 5.7 | |
| DPA3-L242026.03 | 2 | 13 | |
| MatRIS-M2026.03 | 5.8 | 96.2 | |
| GemNet-OCnon-conservative force prediction=true2026.03 | 5.9 | 9.4 | |
| DPA3-L242026.03 | 7.1 | 99.2 | |
| MACE2026.03 | 7.7 | 42.9 | |
| eqV2non-conservative force prediction=true2026.03 | 8.5 | 62.7 | |
| GemNet-OCnon-conservative force prediction=true2026.03 | 14.3 | 85.1 | |
| MACE2026.03 | 16.2 | 190.2 | |
| NequIP2026.03 | 38 | 48.3 | |
| NequIP2026.03 | 44 | 175.6 |