יום שלישי, 15 בספטמבר 2026 LIVE
AI־INFO

כתבה arXiv cs.LG ·

How Much Velocity Does Off-Ball Space Value Need? A Broadcast-Viewport Benchmark

תקציר מקורי באנגליתarXiv:2609.10801v1 Announce Type: cross Abstract: Velocity-aware pitch control is standard, but under a broadcast viewport half the players are off screen and on-screen velocities come from a drifting calibration. We ask at which layer of broadcast off-ball analysis velocity changes the answer. Inheriting our off-screen imputation protocol (three Metrica matches, 44 m viewport, block-bootstrap CIs), we score four velocity regimes -- none, viewport-legal observed, true-for-visible, true-for-all -- against a velocity-aware ground truth at three layers: imputation, the control surface, and team verdicts. Velocity is nearly useless for imputation (-0.2 pp against a 12--14 pp velocity-free surface MAE), first-order for the surface (-1.5 to -1.8 pp, 11--15% of that MAE), and ten times smaller fo
קרא במקור המקורי