Atomic distance prediction on Ag(111) surface adsorption
3.73Main Chain Carbon Distance (Å)NequIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NequIPProtocol=uMLIPs, Configuration=OAM-L2025.09 | 3.73 | 3.29 | 3.37 | 0.63 | |
| AllegroProtocol=uMLIPs, Configuration=OAM-L2025.09 | 3.51 | 2.79 | 3.02 | 0.28 | |
| OrbV3Protocol=uMLIPs, Configuration=con-inf2025.09 | 3.38 | 3.07 | 3.18 | 0.38 | |
| 7NetProtocol=uMLIPs, Configuration=MF-omat2025.09 | 3.22 | 3.03 | 3.15 | 0.3 | |
| MACEProtocol=uMLIPs, Configuration=OMAT-medium2025.09 | 3.21 | 3.4 | 3.51 | 0.54 | |
| MACEProtocol=finetune, Configuration=OMAT-medium2025.09 | 3 | 2.72 | 2.99 | 0.07 | |
| NequIPProtocol=from-scratch, Configuration=RECIO2025.09 | 2.98 | 2.68 | 2.92 | 0.03 | |
| DFTProtocol=Ab-initio Theory2025.09 | 2.97 | 2.67 | 2.85 | — | |
| TACEProtocol=from-scratch, Configuration=LES, Batch size=16, Epoch=2162025.09 | 2.97 | 2.69 | 2.86 | 0.01 | |
| EXPProtocol=Experimental2025.09 | 2.86 | 2.66 | 2.98 | — |