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HydraNet: Momentum-Driven State Space Duality for Multi-Granularity Tennis Tournaments Analysis

  • This study introduces a novel Momentum Score (MS) metric to measure player momentum in tennis tournaments at various levels.
  • HydraNet, a framework based on momentum-driven state-space duality, is designed to model the MS by incorporating thirty-two dimensions of athlete performance.
  • HydraNet includes a Hydra module that utilizes a state-space duality framework to capture both explicit and implicit momentum in matches.
  • Experimental evaluations show that HydraNet's MS metric offers valuable insights into how momentum influences match outcomes at different levels of granularity.

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