Material Discovery on Matbench-Discovery 10k most stable
98.8F1 ScoreeqV2 M
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| eqV2 MParam.=86.6M2026.03 | 98.8 | 6.382 | 97.6 | 100 | 97.6 | 0.015 | 0.904 | 0.069 | |
| DPA3-3M-FTParam.=3.27M2026.03 | 98.7 | 6.369 | 98.7 | 100 | 98.7 | 0.019 | 0.901 | 0.069 | |
| Allegro-OAM-LParam.=9.7M2026.03 | 98.7 | 6.371 | 97.4 | 100 | 97.4 | 0.018 | 0.908 | 0.065 | |
| MatRIS-10M-OAMParam.=10.4M2026.03 | 98.6 | 6.366 | 97.3 | 100 | 97.3 | 0.015 | 0.904 | 0.06 | |
| Nequip-OAM-LParam.=9.6M2026.03 | 98.5 | 6.344 | 98.5 | 100 | 98.5 | 0.021 | 0.854 | 0.065 | |
| GRACE-2L-OAM-LParam.=26.4M2026.03 | 98 | 6.28 | 96 | 100 | 96 | 0.025 | 0.835 | 0.064 | |
| eSEN-30M-OAMParam.=30.2M2026.03 | 97.1 | 6.35 | 97.1 | 100 | 97.1 | 0.016 | 0.901 | 0.061 | |
| SevenNet-MF-ompaParam.=25.7M2026.03 | 97 | 6.346 | 98.5 | 100 | 98.5 | 0.019 | 0.888 | 0.064 | |
| AlphaNet-v1-OMAParam.=4.65M2026.03 | 96.5 | 6.312 | 98 | 100 | 98 | 0.02 | 0.882 | 0.079 | |
| ORB v3Param.=25.5M2026.03 | 96.4 | 6.307 | 96.4 | 100 | 96.4 | 0.021 | 0.86 | 0.075 |