Graph Classification 벤치마크
Graph Classification on COX2
Accuracy(10-fold)
- 2016-05-17 — PSCN: Accuracy(10-fold) 75.21
- 2018-10-01 — GIN-0: Accuracy(10-fold) 81.13
| Rank | Model | Accuracy(10-fold) | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | GIN-0 | 81.13 | How Powerful are Graph Neural Networks? | dmlc/dgl · dmlc/dgl · weihua916/powerful-gnns · +16 | 2018 |
| 2 | GDL-g (ADJ) | 78.11 | Online Graph Dictionary Learning | cedricvincentcuaz/GDL | 2021 |
| 3 | PSCN | 75.21 | Learning Convolutional Neural Networks for Graphs | tvayer/PSCN · CielAl/PatchySan | 2016 |
| 4 | GIN-0 | 81.13 | How Powerful are Graph Neural Networks? | dmlc/dgl · dmlc/dgl · weihua916/powerful-gnns · +16 | 2018 |
| 5 | GDL-g (ADJ) | 78.11 | Online Graph Dictionary Learning | cedricvincentcuaz/GDL | 2021 |
| 6 | PSCN | 75.21 | Learning Convolutional Neural Networks for Graphs | tvayer/PSCN · CielAl/PatchySan | 2016 |