| Paper | Code | MAE | ModelName | ReleaseDate |
|---|---|---|---|---|
| Weisfeiler and Lehman Go Cellular: CW Networks | ✓ Link | 0.094 | CIN-small | 2021-06-23 |
| Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting | ✓ Link | 0.115 | GSN | 2020-06-16 |
| Automatic Relation-aware Graph Network Proliferation | ✓ Link | 0.136 | ARGNP | 2022-05-31 |
| Global Self-Attention as a Replacement for Graph Convolution | ✓ Link | 0.143 | EGT | 2021-08-07 |
| Neural Message Passing for Quantum Chemistry | ✓ Link | 0.288 | MPNN | 2017-04-04 |
| Benchmarking Graph Neural Networks | ✓ Link | 0.363 | GatedGCN | 2020-03-02 |
| Geometric deep learning on graphs and manifolds using mixture model CNNs | ✓ Link | 0.407 | MoNet | 2016-11-25 |
| Graph Attention Networks | ✓ Link | 0.463 | GAT | 2017-10-30 |