Metric: Classification Error (lower is better)
| # | Model↕ | Classification Error▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Dynamic Reduction Network (256 HD) | 0.95 | No | A Dynamic Reduction Network for Point Clouds | 2020-03-18 | Code |
| 2 | PNCNN | 1.24 | No | Probabilistic Numeric Convolutional Neural Netwo... | 2020-10-21 | Code |
| 3 | GAT | 3.81 | No | Superpixel Image Classification with Graph Atten... | 2020-02-13 | Code |
| 4 | GCGP | 4.2 | No | Graph Convolutional Gaussian Processes | 2019-05-14 | - |
| 5 | SplineCNN | 4.78 | No | SplineCNN: Fast Geometric Deep Learning with Con... | 2017-11-24 | Code |
| 6 | Monet | 8.89 | No | Geometric deep learning on graphs and manifolds ... | 2016-11-25 | Code |