TemporalLens diagnoses temporal reliance in single-stage video detectors via controlled perturbations, while YOLO-3D shows temporal preservation yields +3.7 pp mAP@50 gains.
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Temporal Preservation over Processing: Diagnosing and Designing Spatiotemporal Single-Stage Video Detectors
TemporalLens diagnoses temporal reliance in single-stage video detectors via controlled perturbations, while YOLO-3D shows temporal preservation yields +3.7 pp mAP@50 gains.