Interatomic Potential Prediction on Liquid water 32-water system revPBE0-D3 (test)
0.58Energy RMSE (meV/atom)TACE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TACEModel Category=Equivariant Models, c=64, Lmax=02025.09 | 0.58 | 33.16 | |
| CAMPModel Category=Equivariant Models2025.09 | 0.59 | 34 | |
| CACEModel Category=Equivariant Models2025.09 | 0.6 | 47 | |
| MACEModel Category=Equivariant Models, c=64, Lmax=02025.09 | 0.6 | 37.1 | |
| MACEModel Category=Equivariant Models, c=192, Lmax=22025.09 | 0.6 | 36.2 | |
| TACEModel Category=Equivariant Models, c=64, Lmax=22025.09 | 0.72 | 30.31 | |
| REANNModel Category=Invariant Models2025.09 | 0.8 | 53 | |
| NequIPModel Category=Equivariant Models2025.09 | 0.9 | 45 | |
| ACEModel Category=Invariant Models2025.09 | 1.7 | 99 | |
| DeePMDModel Category=Invariant Models2025.09 | 2.1 | 92 | |
| BPNNModel Category=Invariant Models2025.09 | 2.3 | 120 |