Network Classification on IMDB-B
77.65F1 ScoreSGN(0,1,2)
Evaluation Results
| Method | Links | |
|---|---|---|
| SGN(0,1,2)Feature Extraction=Handcraft2019.03 | 77.65 | |
| SGN(0,1,2)Feature Extraction=CapsGNN2019.03 | 76.47 | |
| SGN(0,1,2)Feature Extraction=Deep WL2019.03 | 75.7 | |
| SGN(0,2)Feature Extraction=Handcraft2019.03 | 75.42 | |
| SGN(1,2)Feature Extraction=CapsGNN2019.03 | 75.29 | |
| SGN(0,1,2)Feature Extraction=WL2019.03 | 75 | |
| SGN(1,2)Feature Extraction=Handcraft2019.03 | 74.94 | |
| SGN(0,2)Feature Extraction=CapsGNN2019.03 | 74.94 | |
| SGN(0,1)Feature Extraction=CapsGNN2019.03 | 74.58 | |
| SGN(0,2)Feature Extraction=Deep WL2019.03 | 74.36 | |
| SGN(1)Feature Extraction=CapsGNN2019.03 | 74.35 | |
| SGN(2)Feature Extraction=Handcraft2019.03 | 74.24 | |
| SGN(2)Feature Extraction=CapsGNN2019.03 | 73.64 | |
| SGN(0,1)Feature Extraction=Deep WL2019.03 | 73.5 | |
| SGN(0,1)Feature Extraction=Handcraft2019.03 | 73.38 | |
| SGN(1)Feature Extraction=Handcraft2019.03 | 73.3 | |
| SGN(1)Feature Extraction=Deep WL2019.03 | 73.3 | |
| SGN(0,1)Feature Extraction=WL2019.03 | 73.05 | |
| SGN(0)Feature Extraction=Handcraft2019.03 | 73 | |
| SGN(0)Feature Extraction=CapsGNN2019.03 | 72.71 | |
| SGN(0,2)Feature Extraction=WL2019.03 | 72.23 | |
| SGN(1,2)Feature Extraction=Deep WL2019.03 | 71.9 | |
| SGN(2)Feature Extraction=Deep WL2019.03 | 71.48 | |
| SGN(0)Feature Extraction=WL2019.03 | 70.9 | |
| SGN(0,1,2)Feature Extraction=Graph2vec2019.03 | 70.65 | |
| SGN(1,2)Feature Extraction=WL2019.03 | 70.45 | |
| SGN(1)Feature Extraction=WL2019.03 | 69.2 | |
| SGN(0)Feature Extraction=Deep WL2019.03 | 67.5 | |
| SGN(0,1)Feature Extraction=Graph2vec2019.03 | 66.59 | |
| SGN(0,2)Feature Extraction=Graph2vec2019.03 | 66.53 | |
| SGN(1,2)Feature Extraction=Graph2vec2019.03 | 66.24 | |
| SGN(2)Feature Extraction=WL2019.03 | 66.1 | |
| SGN(2)Feature Extraction=Graph2vec2019.03 | 64.35 | |
| SGN(1)Feature Extraction=Graph2vec2019.03 | 63.06 | |
| SGN(0)Feature Extraction=Graph2vec2019.03 | 62.47 |