Sebastian Bosse

Temporal Preservation over Processing: Diagnosing and Designing Spatiotemporal Single-Stage Video Detectors

Karam Tomotaki-Dawoud, Anna Hilsmann, Peter Eisert, Sebastian Bosse

Single-stage video object detectors are increasingly deployed in time-critical applications, yet it remains unclear whether these models genuinely reason over temporal context or merely exploit a single informative frame-a gap hidden by standard metrics, which reward correct pred…Read more