Commit 390cd712 authored by xuty-007's avatar xuty-007
Browse files

Added tensorboard

parent 6267e939
......@@ -42,6 +42,7 @@ The following table demonstrates the testing accuracy (%) comparisons on differe
<table><tr><th rowspan="2">Dataset</th><th rowspan="2">Method</th><th colspan="2">2 layers</th><th colspan="2">4 laysers</th><th colspan="2">8 layers</th><th colspan="2">16 layers</th><th colspan="2">32 layers</th><th colspan="2">64 layers</th></tr><tr><td>Orignal</td><td>DropEdge</td><td>Orignal</td><td>DropEdge</td><td>Orignal</td><td>DropEdge</td><td>Orignal</td><td>DropEdge</td><td>Orignal</td><td>DropEdge</td><td>Orignal</td><td>DropEdge</td></tr><tr><td rowspan="4">Cora</td><td>GCN</td><td>81.10</td><td>82.80</td><td>80.40</td><td>82.00</td><td>69.50</td><td>75.80</td><td>64.90</td><td>75.70</td><td>60.30</td><td>62.50</td><td>28.70</td><td>49.50</td></tr><tr><td>ResGCN</td><td>-</td><td>-</td><td>78.80</td><td>83.30</td><td>75.60</td><td>82.80</td><td>72.20</td><td>82.70</td><td>76.60</td><td>81.10</td><td>61.10</td><td>78.90</td></tr><tr><td>JKNet</td><td>-</td><td>-</td><td>80.20</td><td>83.30</td><td>80.70</td><td>82.60</td><td>80.20</td><td>83.00</td><td>81.10</td><td>82.50</td><td>71.50</td><td>83.20</td></tr><tr><td>IncepGCN</td><td>-</td><td>-</td><td>77.60</td><td>82.90</td><td>76.50</td><td>82.50</td><td>81.70</td><td>83.10</td><td>81.70</td><td>83.10</td><td>80.00</td><td>83.50</td></tr><tr><td rowspan="4">Citeseer</td><td>GCN</td><td>70.80</td><td>72.30</td><td>67.60</td><td>70.60</td><td>30.20</td><td>61.40</td><td>18.30</td><td>57.20</td><td>25.00</td><td>41.60</td><td>20.00</td><td>34.40</td></tr><tr><td>ResGCN</td><td>-</td><td>-</td><td>70.50</td><td>72.20</td><td>65.00</td><td>71.60</td><td>66.50</td><td>70.10</td><td>62.60</td><td>70.00</td><td>22.10</td><td>65.10</td></tr><tr><td>JKNet</td><td>-</td><td>-</td><td>68.70</td><td>72.60</td><td>67.70</td><td>71.80</td><td>69.80</td><td>72.60</td><td>68.20</td><td>70.80</td><td>63.40</td><td>72.20</td></tr><tr><td>IncepGCN</td><td>-</td><td>-</td><td>69.30</td><td>72.70</td><td>68.40</td><td>71.40</td><td>70.20</td><td>72.50</td><td>68.00</td><td>72.60</td><td>67.50</td><td>71.00</td></tr><tr><td rowspan="4">Pubmed</td><td>GCN</td><td>79.00</td><td>79.60</td><td>76.50</td><td>79.40</td><td>61.20</td><td>78.10</td><td>40.90</td><td>78.50</td><td>22.40</td><td>77.00</td><td>35.30</td><td>61.50</td></tr><tr><td>ResGCN</td><td>-</td><td>-</td><td>78.60</td><td>78.80</td><td>78.10</td><td>78.90</td><td>75.50</td><td>78.00</td><td>67.90</td><td>78.20</td><td>66.90</td><td>76.90</td></tr><tr><td>JKNet</td><td>-</td><td>-</td><td>78.00</td><td>78.70</td><td>78.10</td><td>78.70</td><td>72.60</td><td>79.10</td><td>72.40</td><td>79.20</td><td>74.50</td><td>78.90</td></tr><tr><td>IncepGCN</td><td>-</td><td>-</td><td>77.70</td><td>79.50</td><td>77.90</td><td>78.60</td><td>74.90</td><td>79.00</td><td>OOM</td><td>OOM</td><td>OOM</td><td>OOM</td></tr></table>
## Change Log
* 2020-03-04: Support for `tensorboard` and added an example in `src/train_new.py`. Thanks for [MihailSalnikov](https://github.com/MihailSalnikov).
* 2019-10-11: Support both full-supervised and semi-supervised task setting for `Cora`, `Citeseer` and `Pubmed`. See `--task_type` option.
## References
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