Metric: logMAE (lower is better)
| # | Model↕ | logMAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GotenNet (Large) | -6.41 | No | - | - | Code |
| 2 | GotenNet (Base) | -6.35 | No | - | - | Code |
| 3 | GotenNet (Small) | -6.29 | No | - | - | Code |
| 4 | Geoformer | -6.12 | No | - | - | - |
| 5 | TorchMD-NET | -5.9 | No | TorchMD-NET: Equivariant Transformers for Neural... | 2022-02-05 | Code |
| 6 | EquiformerV2 | -5.87 | No | EquiformerV2: Improved Equivariant Transformer f... | 2023-06-21 | Code |
| 7 | Equiformer | -5.82 | No | Equiformer: Equivariant Graph Attention Transfor... | 2022-06-23 | Code |
| 8 | EGNN | -5.43 | No | E(n) Equivariant Graph Neural Networks | 2021-02-19 | Code |
| 9 | EQGAT | -5.28 | No | - | - | - |
| 10 | SEGNN | -5.27 | No | Geometric and Physical Quantities Improve E(3) E... | 2021-10-06 | Code |