Network Classification on PROTEINS (F1-Score)
79.46F1 ScoreSGN(0,1,2)
Evaluation Results
| Method | Links | |
|---|---|---|
| SGN(0,1,2)Feature Extraction=Handcraft2019.03 | 79.46 | |
| SGN(0,2)Feature Extraction=Handcraft2019.03 | 78.92 | |
| SGN(0,1)Feature Extraction=Handcraft2019.03 | 78.83 | |
| SGN(0)Feature Extraction=Handcraft2019.03 | 78.3 | |
| SGN(1,2)Feature Extraction=Handcraft2019.03 | 78.21 | |
| SGN(0,1,2)Feature Extraction=WL2019.03 | 78.08 | |
| SGN(1)Feature Extraction=Handcraft2019.03 | 76.79 | |
| SGN(0,1,2)Feature Extraction=Deep WL2019.03 | 76.78 | |
| SGN(0,1,2)Feature Extraction=CapsGNN2019.03 | 76.34 | |
| SGN(0,1)Feature Extraction=CapsGNN2019.03 | 76.25 | |
| SGN(0,1)Feature Extraction=WL2019.03 | 76.19 | |
| SGN(0,2)Feature Extraction=Deep WL2019.03 | 75.89 | |
| SGN(0)Feature Extraction=CapsGNN2019.03 | 75.89 | |
| SGN(2)Feature Extraction=Handcraft2019.03 | 75.45 | |
| SGN(0,2)Feature Extraction=WL2019.03 | 74.99 | |
| SGN(1)Feature Extraction=CapsGNN2019.03 | 74.64 | |
| SGN(0,1)Feature Extraction=Deep WL2019.03 | 74.62 | |
| SGN(0,1,2)Feature Extraction=Graph2vec2019.03 | 74.44 | |
| SGN(0,1)Feature Extraction=Graph2vec2019.03 | 74.12 | |
| SGN(0)Feature Extraction=Graph2vec2019.03 | 73.3 | |
| SGN(0)Feature Extraction=Deep WL2019.03 | 73.3 | |
| SGN(0,2)Feature Extraction=Graph2vec2019.03 | 73.09 | |
| SGN(0,2)Feature Extraction=CapsGNN2019.03 | 73 | |
| SGN(0)Feature Extraction=WL2019.03 | 72.92 | |
| SGN(2)Feature Extraction=CapsGNN2019.03 | 72.39 | |
| SGN(1,2)Feature Extraction=CapsGNN2019.03 | 70.09 | |
| SGN(1)Feature Extraction=Deep WL2019.03 | 69.43 | |
| SGN(1,2)Feature Extraction=Deep WL2019.03 | 69.43 | |
| SGN(2)Feature Extraction=Deep WL2019.03 | 68.57 | |
| SGN(1)Feature Extraction=WL2019.03 | 67.04 | |
| SGN(1,2)Feature Extraction=WL2019.03 | 64.81 | |
| SGN(2)Feature Extraction=WL2019.03 | 64.01 | |
| SGN(1,2)Feature Extraction=Graph2vec2019.03 | 62.76 | |
| SGN(1)Feature Extraction=Graph2vec2019.03 | 60.27 | |
| SGN(2)Feature Extraction=Graph2vec2019.03 | 59.82 |