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Papers Benchmarks Datasets Tasks

CircuitNet dataset and benchmarks · SOTA2 Research

Research Datasets

CircuitNet

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Congestion prediction

CircuitNet

0.655Pearson R

12

DRC violation prediction

CircuitNet

0.47Pearson Correlation

9

IR-drop Map Generation

CircuitNet-N28 (test)

0.026NMAE

4

IR-drop prediction

CircuitNet Cross-architecture distribution shift

0.498Pearson Correlation Coefficient

2

IR-drop prediction

CircuitNet Cross-design distribution shift

0.482Pearson Correlation

2

IR-drop prediction

CircuitNet In-distribution Vortex

0.834Pearson Correlation

2

Popular tasks

IR-drop prediction Congestion prediction DRC violation prediction IR-drop Map Generation

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