← Video Retrieval

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MSR-VTT

아카이브 평가 40건 · 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
MDMMT	text-to-video R@1 23.1 text-to-video R@5 49.8 text-to-video R@10 61.8 text-to-video Mean Rank 52.8 text-to-video Median Rank 6	MDMMT: Multidomain Multimodal Transformer for Video Retrieval 2021-03-19	코드 1 · 코드 2 · 코드 3
CLIP	text-to-video R@1 21.4 text-to-video R@5 41.1 text-to-video R@10 50.4 text-to-video Median Rank 10 video-to-text R@1 40.3 video-to-text R@5 69.7 video-to-text R@10 79.2 video-to-text Median Rank 2	A Straightforward Framework For Video Retrieval Using CLIP 2021-02-24	코드 1
UniVL	text-to-video R@1 21.2 text-to-video R@5 49.6 text-to-video R@10 63.1 text-to-video Median Rank 6	UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 2020-02-15	코드 1 · 코드 2
Text-Video Embedding	text-to-video R@1 14.9 text-to-video R@10 52.8 text-to-video Median Rank 9 video-to-text R@5 40.2	HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips 2019-06-07	코드 1 · 코드 2 · 코드 3 · 코드 4
RoME	text-to-video R@1 10.7 text-to-video R@5 29.6 text-to-video R@10 41.2 text-to-video Median Rank 17	RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval 2022-06-26	코드 1
JSFusion	text-to-video R@1 10.2 text-to-video R@10 43.2 text-to-video Median Rank 13 video-to-text R@5 31.2	A Joint Sequence Fusion Model for Video Question Answering and Retrieval 2018-08-07	코드 1 · 코드 2
Collaborative Experts	text-to-video R@1 10.0 text-to-video R@5 29.0 text-to-video R@10 41.2 text-to-video Mean Rank 86.8 text-to-video Median Rank 16 video-to-text R@1 15.6 video-to-text R@5 40.9 video-to-text R@10 55.2 video-to-text Median Rank 8.3 video-to-text Mean Rank 38.1	Use What You Have: Video Retrieval Using Representations From Collaborative Experts 2019-07-31	코드 1 · 코드 2 · 코드 3
JEMC	text-to-video R@1 7.0 text-to-video R@5 20.9 text-to-video R@10 29.7 text-to-video Mean Rank 213.8 text-to-video Median Rank 29.7 video-to-text R@1 12.5 video-to-text R@5 32.1 video-to-text R@10 42.2 video-to-text Median Rank 16 video-to-text Mean Rank 134	Learning Joint Embedding with Multimodal Cues for Cross-Modal Video-Text Retrieval 2018-06-11	코드 1
Kaufman	text-to-video R@1 4.7 text-to-video R@10 24.1 text-to-video Median Rank 41 video-to-text R@5 16.6	Temporal Tessellation: A Unified Approach for Video Analysis 2016-12-21	코드 1
C+LSTM+SA+FC7	text-to-video R@1 4.2 text-to-video R@10 19.9 text-to-video Median Rank 55 video-to-text R@5 12.9	Learning Language-Visual Embedding for Movie Understanding with Natural-Language 2016-09-26	연결 없음