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- Output boxes: tracks now report the detection box they were matched to this frame
(output_box="detection", new default).output_box="kalman"keeps the 0.1.0 behaviour (the
Kalman-filtered state). Association is unchanged; HOTA rises in every setting tested, e.g.
validation with the full pipeline: SportsMOT 84.957 → 86.295, DanceTrack 60.617 → 61.329.
scripts/reproduce.shkeepsOUTPUT_BOX=kalmanby default so arXiv:2610.22306 v1 still
reproduces exactly;scripts/regression_gate.shstays byte-identical on all three submissions. - Motion-compensated trails:
Visualizer(motion_compensated_trails=True)with the new
ARCTracker.camera_motionproperty;tools/pipeline.py --motion-trails. Uses Roboflow
trackers(now part of the optionalvizextra). tools/run_cached.py --output-box;tools/evaluate.py --benchmark soccernet.- README: comparison with Roboflow
trackers2.6.1 (SoccerNet test, SportsMOT/DanceTrack val with
detections and GT boxes); tested-detectors table rerun with 0.1.1.
pip install -U arcsort · Project page · Paper