HyperAI초신경
홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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HyperAI초신경

Highlight Detection On Tvsum

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mAP

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이 벤치마크에서 각 모델의 성능 결과

모델 이름
mAP
Paper TitleRepository
FlashVTG88FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding
SG-DETR87.1Saliency-Guided DETR for Moment Retrieval and Highlight Detection
UVCOM (train from scratch)86.3Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection
QD-DETR86.6Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
QD-DETR (only Video)85.0Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
UMT83.1UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection
CG-DETR86.8Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding
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