Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CartNet | 0.02705 | No | A Cartesian Encoding Graph Neural Network for Cr... | 2025-01-30 | Code |
| 2 | PotNet | 0.0294 | No | Efficient Approximations of Complete Interatomic... | 2023-06-12 | Code |
| 3 | Matformer | 0.0325 | No | Periodic Graph Transformers for Crystal Material... | 2022-09-23 | Code |
| 4 | ALIGNN | 0.0331 | No | - | - | Code |
| 5 | SchNet | 0.045 | No | SchNet: A continuous-filter convolutional neural... | 2017-06-26 | Code |
| 6 | CGCNN | 0.063 | No | - | - | - |