Force Prediction on DPA-2 (Comprehensive Material Set)
3.3CuElements
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Elements2026.04 | 3.3 | 5.4 | 16.6 | 10.8 | 8.4 | 4.1 | 38.7 | 44.4 | 49.1 | 3.9 | 78.6 | 7.8 | 28.6 | 28.6 | |
| EFV22026.04 | 3.8 | — | 19.6 | 13 | 47.4 | 5.7 | 48.6 | 51.3 | 62.7 | 4.4 | 104.4 | — | 807.4 | 45.2 | |
| GNO2026.04 | 5.8 | 8.2 | 33.7 | 17.9 | 79.3 | 9.4 | 87.9 | 81.2 | 85.1 | 8 | 69.6 | — | 93.6 | 129.1 | |
| Allegro2026.04 | 8.9 | 47.8 | 40.2 | 28.6 | 82.1 | 40.6 | 85.6 | 101.6 | 119.4 | 58.9 | 174.1 | — | 100.8 | 166.8 | |
| DPA-22026.04 | 8.9 | 50.3 | 54.4 | 28.7 | 90.8 | 19.1 | 113.1 | 108.1 | 125.7 | 17.8 | 126 | 24.7 | 125.5 | 154 | |
| MACE2026.04 | 13.6 | 29.9 | — | 31.7 | 140.4 | 42.9 | 94.2 | 181.2 | 190.2 | 34.5 | 189.7 | 29.7 | — | — | |
| NequIP2026.04 | 16.7 | 41.1 | 62.2 | 23 | 91.6 | 48.3 | 137.4 | 160.4 | 175.6 | 43.8 | 216.6 | 27.1 | 187.2 | 226.1 |