Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CIN-small | 0.094 | No | Weisfeiler and Lehman Go Cellular: CW Networks | 2021-06-23 | Code |
| 2 | GSN | 0.115 | No | Improving Graph Neural Network Expressivity via ... | 2020-06-16 | Code |
| 3 | ARGNP | 0.136 | No | Automatic Relation-aware Graph Network Prolifera... | 2022-05-31 | Code |
| 4 | EGT | 0.143 | No | Global Self-Attention as a Replacement for Graph... | 2021-08-07 | Code |
| 5 | MPNN | 0.288 | No | Neural Message Passing for Quantum Chemistry | 2017-04-04 | Code |
| 6 | GatedGCN | 0.363 | No | Benchmarking Graph Neural Networks | 2020-03-02 | Code |
| 7 | MoNet | 0.407 | No | Geometric deep learning on graphs and manifolds ... | 2016-11-25 | Code |
| 8 | GAT | 0.463 | No | Graph Attention Networks | 2017-10-30 | Code |