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Natural Language Moment Retrieval On Tacos

评估指标

R@1,IoU=0.3
R@1,IoU=0.5
R@1,IoU=0.7
mIoU

评测结果

各个模型在此基准测试上的表现结果

Paper Title
SG-DETR (w/ PT)58.1046.4033.9042.40Saliency-Guided DETR for Moment Retrieval and Highlight Detection
SG-DETR56.7144.7029.9040.90Saliency-Guided DETR for Moment Retrieval and Highlight Detection
LD-DETR 57.61 44.3126.2440.30LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection
FlashVTG53.7141.7624.7437.61FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding
BAM-DETR56.6941.5426.7739.31BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos
LLMEPET52.7340.1222.7836.55Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval
CG-DETR52.2339.6122.2336.48Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding
UVCOM-36.3923.32-Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection
GVL (paragraph-level)48.2936.07--Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos
UniVTG51.4434.9721.0735.76UniVTG: Towards Unified Video-Language Temporal Grounding
GVL45.9234.57--Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos
VLG-Net45.4634.19--VLG-Net: Video-Language Graph Matching Network for Video Grounding
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Natural Language Moment Retrieval On Tacos | SOTA | HyperAI超神经