← Natural Language Moment Retrieval

Papers with Code · CC BY-SA 4.0

TACoS

아카이브 평가 13건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
SG-DETR (w/ PT)	R@1,IoU=0.3 58.10 R@1,IoU=0.5 46.40 R@1,IoU=0.7 33.90 mIoU 42.40	Saliency-Guided DETR for Moment Retrieval and Highlight Detection 2024-10-02	코드 1
LD-DETR	R@1,IoU=0.3 57.61 R@1,IoU=0.5 44.31 R@1,IoU=0.7 26.24 mIoU 40.30	LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection 2025-01-18	코드 1
DeCafNet	R@1,IoU=0.3 57.36 R@1,IoU=0.5 46.79 R@5,IoU=0.1 81.05 R@5,IoU=0.3 71.13	DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos 2025-05-22	코드 1
SG-DETR	R@1,IoU=0.3 56.71 R@1,IoU=0.5 44.70 R@1,IoU=0.7 29.90 mIoU 40.90	Saliency-Guided DETR for Moment Retrieval and Highlight Detection 2024-10-02	코드 1
BAM-DETR	R@1,IoU=0.3 56.69 R@1,IoU=0.5 41.54 R@1,IoU=0.7 26.77 mIoU 39.31	BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos 2023-11-30	코드 1
FlashVTG	R@1,IoU=0.3 53.71 R@1,IoU=0.5 41.76 R@1,IoU=0.7 24.74 mIoU 37.61	FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding 2024-12-18	코드 1
LLMEPET	R@1,IoU=0.3 52.73 R@1,IoU=0.5 40.12 R@1,IoU=0.7 22.78 mIoU 36.55	Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval 2024-07-21	코드 1
CG-DETR	R@1,IoU=0.3 52.23 R@1,IoU=0.5 39.61 R@1,IoU=0.7 22.23 mIoU 36.48	Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding 2023-11-15	코드 1 · 코드 2
UniVTG	R@1,IoU=0.3 51.44 R@1,IoU=0.5 34.97 R@1,IoU=0.7 21.07 mIoU 35.76	UniVTG: Towards Unified Video-Language Temporal Grounding 2023-07-31	코드 1
GVL (paragraph-level)	R@1,IoU=0.3 48.29 R@1,IoU=0.5 36.07	Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos 2023-03-11	코드 1
GVL	R@1,IoU=0.3 45.92 R@1,IoU=0.5 34.57	Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos 2023-03-11	코드 1
VLG-Net	R@1,IoU=0.3 45.46 R@1,IoU=0.5 34.19 R@5,IoU=0.1 81.80 R@5,IoU=0.5 56.56 R@5,IoU=0.3 70.38	VLG-Net: Video-Language Graph Matching Network for Video Grounding 2020-11-19	코드 1
UVCOM	R@1,IoU=0.5 36.39 R@1,IoU=0.7 23.32	Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection 2023-11-28	코드 1