add ogbn_arxiv GNNAutoScale result
@@ -221,6 +221,34 @@ python run.py --conf config/arxiv/gcnii.yaml
</tr>
</table>
+### Ogbn-arxiv Dataset
+
+<table>
+ <tr align="center">
+ <th>Accuracy</th>
+ <th colspan="2" align="center">GNNAutoScale</th>
+ <th>PyGAS</th>
+ </tr>
+ <tr align="center">
+ <td>Partition Method</td>
+ <td>Metis</td>
+ <td>Random </td>
+ <td>Metis</td>
+ </tr>
+ <tr align="center">
+ <td>GCN</td>
+ <td>71.8</td>
+ <td>70.7</td>
+ <td>71.68</td>
+ </tr>
+ <tr align="center">
+ <td>GCNII</td>
+ <td>72.4</td>
+ <td>71.5</td>
+ <td>73.0</td>
+ </tr>
+</table>
+
## Coming new features
- Multi-GPUs support.
