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Grids to Graphs: GNNs Improve NFL Defensive Coverage Classification over CNNs

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Authors: Cem Kocaoglu
Published: 26 October 2025
Issue: Volume 1, Issue 3
Topics: sports sciencestatistics & data scienceartificial intelligence & machine learningcomputer science
Keywords:Graph Neural Networks (GNNs)National Football League (NFL)Convolutional Neural Networks (CNNs)model evaluationgraph representationsports analytics
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