Metric: gap (meV) (higher is better)
| # | Model↕ | gap (meV)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EGNN | 48 | No | E(n) Equivariant Graph Neural Networks | 2021-02-19 | Code |
| 2 | SEGNN | 42 | No | Geometric and Physical Quantities Improve E(3) E... | 2021-10-06 | Code |
| 3 | TorchMD-NET | 36.1 | No | TorchMD-NET: Equivariant Transformers for Neural... | 2022-02-05 | Code |
| 4 | Geoformer | 33.8 | No | - | - | - |
| 5 | EQGAT | 32 | No | - | - | - |
| 6 | Equiformer | 30 | No | Equiformer: Equivariant Graph Attention Transfor... | 2022-06-23 | Code |
| 7 | EquiformerV2 | 29 | No | EquiformerV2: Improved Equivariant Transformer f... | 2023-06-21 | Code |
| 8 | GotenNet (Small) | 21.2 | No | - | - | Code |
| 9 | GotenNet (Base) | 20.5 | No | - | - | Code |
| 10 | GotenNet (Large) | 19.8 | No | - | - | Code |