Graph Classification on OGB-MOLHIV
0.8028ROC-AUCDIGRAF
Evaluation Results
| Method | Links | |
|---|---|---|
| DIGRAFBackbone=GIN, Activation=DIGRAF2024.07 | 0.8028 | |
| DIGRAF (W/O ADAP.)Backbone=GIN, Activation=DIGRAF (W/O ADAP.)2024.07 | 0.7919 | |
| ReLUBackbone=GIN, Activation=ReLU2024.07 | 0.7558 | |
| TanhBackbone=GIN, Activation=Tanh2024.07 | 0.7522 | |
| IdentityBackbone=GIN, Activation=Identity2024.07 | 0.7512 | |
| ELUBackbone=GIN, Activation=ELU2024.07 | 0.7509 | |
| LeakyReLUBackbone=GIN, Activation=LeakyReLU2024.07 | 0.7475 | |
| GeLUBackbone=GIN, Activation=GeLU2024.07 | 0.7415 | |
| SigmoidBackbone=GIN, Activation=Sigmoid2024.07 | 0.7387 | |
| PReLUBackbone=GIN, Activation=PReLU2024.07 | 0.7356 | |
| GReLUBackbone=GIN, Activation=GReLU2024.07 | 0.7345 | |
| MaxBackbone=GIN, Activation=Max2024.07 | 0.7344 | |
| SwishBackbone=GIN, Activation=Swish2024.07 | 0.7295 | |
| MedianBackbone=GIN, Activation=Median2024.07 | 0.728 | |
| MaxoutBackbone=GIN, Activation=Maxout2024.07 | 0.7275 |