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Système

Highlight Detection On Tvsum

Métriques

mAP

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	mAP	Paper Title	Repository
FlashVTG	88	FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding
SG-DETR	87.1	Saliency-Guided DETR for Moment Retrieval and Highlight Detection
UVCOM (train from scratch)	86.3	Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection
QD-DETR	86.6	Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
QD-DETR (only Video)	85.0	Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
UMT	83.1	UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection
CG-DETR	86.8	Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding

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