Metric: Standardized MAE (lower is better)
| # | Model↕ | Standardized MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | GotenNet (Large) | 0.52 | No | - | - | Code |
| 2 | GotenNet (Base) | 0.56 | No | - | - | Code |
| 3 | GotenNet (Small) | 0.6 | No | - | - | Code |
| 4 | EquiformerV2 | 0.67 | No | EquiformerV2: Improved Equivariant Transformer f... | 2023-06-21 | Code |
| 5 | Equiformer | 0.7 | No | Equiformer: Equivariant Graph Attention Transfor... | 2022-06-23 | Code |
| 6 | Geoformer | 0.75 | No | - | - | - |
| 7 | TorchMD-NET | 0.84 | No | TorchMD-NET: Equivariant Transformers for Neural... | 2022-02-05 | Code |
| 8 | EQGAT | 0.86 | No | - | - | - |
| 9 | SEGNN | 1.08 | No | Geometric and Physical Quantities Improve E(3) E... | 2021-10-06 | Code |
| 10 | EGNN | 1.23 | No | E(n) Equivariant Graph Neural Networks | 2021-02-19 | Code |