Papers with Code · CC BY-SA 4.0

Charades-STA

아카이브 평가 25건 · 마지막 적재/변경 2026-10-30

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=0.5 71.10 R@1 IoU=0.7 52.80	Saliency-Guided DETR for Moment Retrieval and Highlight Detection 2024-10-02	코드 1
LLaVA-MR	R@1 IoU=0.5 70.65 R@1 IoU=0.7 49.58	LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval 2024-11-21	코드 1
FlashVTG	R@1 IoU=0.5 70.32 R@1 IoU=0.7 49.87	FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding 2024-12-18	코드 1
SG-DETR	R@1 IoU=0.5 70.20 R@1 IoU=0.7 49.50	Saliency-Guided DETR for Moment Retrieval and Highlight Detection 2024-10-02	코드 1
InternVideo2-6B	R@1 IoU=0.5 70.03 R@1 IoU=0.7 48.95	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 2024-03-22	코드 1 · 코드 2
InternVideo2-1B	R@1 IoU=0.5 68.36 R@1 IoU=0.7 45.03	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 2024-03-22	코드 1 · 코드 2
VideoChat-T (FT)	R@1 IoU=0.5 67.1 R@1 IoU=0.7 43.0	TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning 2024-10-25	코드 1
UniMD+Sync.	R@1 IoU=0.5 63.98 R@1 IoU=0.7 44.46 R@5 IoU=0.5 91.94 R@5 IoU=0.7 67.72	UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection 2024-04-07	코드 1
LD-DETR	R@1 IoU=0.5 62.58 R@1 IoU=0.7 41.56 mIoU 53.44 R@1 IoU=0.3 73.92	LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection 2025-01-18	코드 1
VideoLights-B-pt	R@1 IoU=0.5 61.96 R@1 IoU=0.7 41.05 mIoU 52.94 R@1 IoU=0.3 73.33	VideoLights: Feature Refinement and Cross-Task Alignment Transformer for Joint Video Highlight Detection and Moment Retrieval 2024-12-02	코드 1
UnLoc-L	R@1 IoU=0.5 60.8 R@1 IoU=0.7 38.4 R@5 IoU=0.5 88.2 R@5 IoU=0.7 61.1	UnLoc: A Unified Framework for Video Localization Tasks 2023-08-21	코드 1
BAM-DETR	R@1 IoU=0.5 59.95 R@1 IoU=0.7 39.38	BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos 2023-11-30	코드 1
BM-DETR	R@1 IoU=0.5 59.48 R@1 IoU=0.7 38.33	Background-aware Moment Detection for Video Moment Retrieval 2023-06-05	코드 1
UVCOM	R@1 IoU=0.5 59.25 R@1 IoU=0.7 36.64	Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection 2023-11-28	코드 1
CG-DETR	R@1 IoU=0.5 58.44 R@1 IoU=0.7 36.34	Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding 2023-11-15	코드 1 · 코드 2
LLMEPET	R@1 IoU=0.5 58.31 R@1 IoU=0.7 36.49	Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval 2024-07-21	코드 1
UnLoc-B	R@1 IoU=0.5 58.1 R@1 IoU=0.7 35.4 R@5 IoU=0.5 87.4 R@5 IoU=0.7 59.1	UnLoc: A Unified Framework for Video Localization Tasks 2023-08-21	코드 1
QD-DETR (Only Video)	R@1 IoU=0.5 57.31 R@1 IoU=0.7 32.55	Query-Dependent Video Representation for Moment Retrieval and Highlight Detection 2023-03-24	코드 1
video-mamba-suite	R@1 IoU=0.5 57.18 R@1 IoU=0.7 36.05	Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 2024-03-14	코드 1
Moment-DETR w/ PT (on 10K HowTo100M videos)	R@1 IoU=0.5 55.65 R@1 IoU=0.7 34.17	QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries 2021-07-20	코드 1 · 코드 2 · 코드 3 · 코드 4
Moment-DETR	R@1 IoU=0.5 53.63 R@1 IoU=0.7 31.37	QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries 2021-07-20	코드 1 · 코드 2 · 코드 3 · 코드 4
UMT (VO)	R@1 IoU=0.5 49.35 R@1 IoU=0.7 26.16 R@5 IoU=0.5 89.41 R@5 IoU=0.7 54.95	UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection 2022-03-23	코드 1 · 코드 2 · 코드 3
VideoChat-T (ZS)	R@1 IoU=0.5 48.7 R@1 IoU=0.7 24.0 mIoU 45.43	TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning 2024-10-25	코드 1
UMT (VA)	R@1 IoU=0.5 48.31 R@1 IoU=0.7 29.25 R@5 IoU=0.5 88.79 R@5 IoU=0.7 56.08	UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection 2022-03-23	코드 1 · 코드 2 · 코드 3
SimVTP	R@1 IoU=0.5 44.7 R@1 IoU=0.7 26.3 R@5 IoU=0.5 83.7 R@5 IoU=0.7 55.1	SimVTP: Simple Video Text Pre-training with Masked Autoencoders 2022-12-07	연결 없음