Material Discovery on Matbench-Discovery non-compliant full (test)
90.3F1 ScoreMatRIS-10M-OAM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MatRIS-10M-OAMParam.=10.4M2026.03 | 90.3 | 5.275 | 90.5 | 90.1 | 96.7 | 0.019 | 0.864 | 0.06 | |
| eSEN-30M-OAMParam.=30.2M2026.03 | 90.2 | 5.281 | 90.6 | 89.9 | 96.7 | 0.018 | 0.86 | 0.061 | |
| eqV2 MParam.=86.6M2026.03 | 89.6 | 5.243 | 90 | 89.3 | 96.5 | 0.02 | 0.842 | 0.069 | |
| ORB v3Param.=25.5M2026.03 | 88.7 | 5.159 | 88.5 | 88.8 | 96.1 | 0.023 | 0.82 | 0.075 | |
| SevenNet-MF-ompaParam.=25.7M2026.03 | 88.4 | 5.082 | 87.2 | 89.5 | 96 | 0.021 | 0.861 | 0.064 | |
| AlphaNet-v1-OMAParam.=4.65M2026.03 | 88.3 | 5 | 85.8 | 91 | 95.9 | 0.023 | 0.827 | 0.079 | |
| Allegro-OAM-LParam.=9.7M2026.03 | 87.3 | 4.876 | 83.7 | 91.2 | 95.4 | 0.021 | 0.861 | 0.065 | |
| Nequip-OAM-LParam.=9.6M2026.03 | 87 | 5.06 | 86.8 | 87.2 | 95.5 | 0.022 | 0.858 | 0.065 | |
| DPA3-3M-FTParam.=3.27M2026.03 | 86.4 | 4.912 | 84.3 | 88.7 | 95.2 | 0.022 | 0.862 | 0.069 | |
| GRACE-2L-OAM-LParam.=26.4M2026.03 | 86.2 | 5.093 | 87.4 | 85.1 | 95.3 | 0.022 | 0.856 | 0.064 |