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ResearchFormerly WizWand

Congestion prediction on CircuitNet

0.6553Pearson RCircuitFormer + L-Reg
0.3156360.4038180.4920.580182Oct 26, 2023Dec 22, 2023Feb 18, 2024Apr 16, 2024Jun 12, 2024Aug 9, 2024Oct 6, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CircuitFormer + L-RegRegularization=L-Reg2024.100.65530.52890.3944
CircuitFormer2023.100.63740.52820.3935
CircuitFormerStatus=SOTA2024.100.63740.52820.3935
GpdlArchitecture=UNet++2023.100.60850.52020.3855
Gpdl with UNet++Backbone=UNet++2024.100.60850.52020.3855
GpdlArchitecture=UNet2023.100.5770.51030.378
GpdlArchitecture=DeepLabv3+2023.100.51530.5160.3807
GpdlArchitecture=DeepLabv32023.100.50910.52110.3834
GpdlArchitecture=LinkNet2023.100.50780.49050.3623
Gpdl2023.100.50320.51430.3787
GpdlArchitecture=MANet2023.100.48560.51670.3797
CircuitGNN2023.100.32870.44830.3688