Congestion prediction on CircuitNet
0.6553Pearson RCircuitFormer + L-Reg
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CircuitFormer + L-RegRegularization=L-Reg2024.10 | 0.6553 | 0.5289 | 0.3944 | |
| CircuitFormer2023.10 | 0.6374 | 0.5282 | 0.3935 | |
| CircuitFormerStatus=SOTA2024.10 | 0.6374 | 0.5282 | 0.3935 | |
| GpdlArchitecture=UNet++2023.10 | 0.6085 | 0.5202 | 0.3855 | |
| Gpdl with UNet++Backbone=UNet++2024.10 | 0.6085 | 0.5202 | 0.3855 | |
| GpdlArchitecture=UNet2023.10 | 0.577 | 0.5103 | 0.378 | |
| GpdlArchitecture=DeepLabv3+2023.10 | 0.5153 | 0.516 | 0.3807 | |
| GpdlArchitecture=DeepLabv32023.10 | 0.5091 | 0.5211 | 0.3834 | |
| GpdlArchitecture=LinkNet2023.10 | 0.5078 | 0.4905 | 0.3623 | |
| Gpdl2023.10 | 0.5032 | 0.5143 | 0.3787 | |
| GpdlArchitecture=MANet2023.10 | 0.4856 | 0.5167 | 0.3797 | |
| CircuitGNN2023.10 | 0.3287 | 0.4483 | 0.3688 |