MAGNet fuses a multi-scale, attention-enhanced U-Net with a tile-based graph network for DRC hotspot prediction and reports lower false positives on CircuitNet, though the reported metrics are internally inconsistent.
A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction,
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MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection
MAGNet fuses a multi-scale, attention-enhanced U-Net with a tile-based graph network for DRC hotspot prediction and reports lower false positives on CircuitNet, though the reported metrics are internally inconsistent.