Regression on ZINC 12K (test)
0.1302MAEGIN + DIGRAF
Evaluation Results
| Method | Links | |
|---|---|---|
| GIN + DIGRAFBackbone=GIN, Activation Function Category=GRAPH ACTIVATIONS, Parameter Budget=500K, Adaptation=true2024.07 | 0.1302 | |
| GIN + DIGRAF (W/O ADAP.)Backbone=GIN, Activation Function Category=GRAPH ACTIVATIONS, Parameter Budget=500K, Adaptation=false2024.07 | 0.1382 | |
| GIN + MaxoutBackbone=GIN, Activation Function Category=LEARNABLE ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1587 | |
| GIN + ReLUBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.163 | |
| GIN + SwishBackbone=GIN, Activation Function Category=LEARNABLE ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1636 | |
| GIN + MaxBackbone=GIN, Activation Function Category=GRAPH ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1661 | |
| GIN + MedianBackbone=GIN, Activation Function Category=GRAPH ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1715 | |
| GIN + LeakyReLUBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1718 | |
| GIN + ELUBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1741 | |
| GIN + TanhBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1797 | |
| GIN + PReLUBackbone=GIN, Activation Function Category=LEARNABLE ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1798 | |
| GIN + GeLUBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.1896 | |
| GIN + IdentityBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.246 | |
| GIN + GRELUBackbone=GIN, Activation Function Category=GRAPH ACTIVATIONS, Parameter Budget=500K2024.07 | 0.3003 | |
| GIN + SigmoidBackbone=GIN, Activation Function Category=STANDARD ACTIVATIONS, Parameter Budget=500K2024.07 | 0.3839 |