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Metric: R@1,IoU=0.3 (higher is better)

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#	Model↕	R@1,IoU=0.3▼	Extra Data	Paper	Date↕	Code
1	SG-DETR (w/ PT)	58.1	Yes	Saliency-Guided DETR for Moment Retrieval and Hi...	2024-10-02	Code
2	LD-DETR	57.61	No	LD-DETR: Loop Decoder DEtection TRansformer for ...	2025-01-18	Code
3	DeCafNet	57.36	No	DeCafNet: Delegate and Conquer for Efficient Tem...	2025-05-22	Code
4	SG-DETR	56.71	No	Saliency-Guided DETR for Moment Retrieval and Hi...	2024-10-02	Code
5	BAM-DETR	56.69	No	BAM-DETR: Boundary-Aligned Moment Detection Tran...	2023-11-30	Code
6	FlashVTG	53.71	No	FlashVTG: Feature Layering and Adaptive Score Ha...	2024-12-18	Code
7	LLMEPET	52.73	No	Prior Knowledge Integration via LLM Encoding and...	2024-07-21	Code
8	CG-DETR	52.23	No	Correlation-Guided Query-Dependency Calibration ...	2023-11-15	Code
9	UniVTG	51.44	No	UniVTG: Towards Unified Video-Language Temporal ...	2023-07-31	Code
10	GVL (paragraph-level)	48.29	No	Learning Grounded Vision-Language Representation...	2023-03-11	Code
11	GVL	45.92	No	Learning Grounded Vision-Language Representation...	2023-03-11	Code
12	VLG-Net	45.46	No	VLG-Net: Video-Language Graph Matching Network f...	2020-11-19	Code