← Video Retrieval

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아카이브 평가 16건 · 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
VAST	text-to-video R@1 50.4 text-to-video R@10 80.8 text-to-video R@5 74.3	VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 2023-05-29	코드 1 · 코드 2
UniVL + MELTR	text-to-video Median Rank 3 text-to-video R@1 33.7 text-to-video R@10 74.8 text-to-video R@5 63.1	MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models 2023-03-23	코드 1
VideoCLIP	text-to-video R@1 32.2 text-to-video R@10 75.0 text-to-video R@5 62.6	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding 2021-09-28	코드 1 · 코드 2
MDMMT-2	text-to-video Median Rank 3.0 text-to-video R@1 32.0 text-to-video R@10 74.8 text-to-video R@5 64.0 text-to-video Mean Rank 12.7	MDMMT-2: Multidomain Multimodal Transformer for Video Retrieval, One More Step Towards Generalization 2022-03-14	연결 없음
TACo	text-to-video Median Rank 4 text-to-video R@1 29.6 text-to-video R@10 72.7 text-to-video R@5 59.7	TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment 2021-08-23	연결 없음
UniVL	text-to-video Median Rank 4 text-to-video R@1 28.9 text-to-video R@10 70.0 text-to-video R@5 57.6	UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation 2020-02-15	코드 1 · 코드 2
VLM	text-to-video Median Rank 4 text-to-video R@1 27.05 text-to-video R@10 69.38 text-to-video R@5 56.88	VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding 2021-05-20	코드 1
VideoCLIP (zero-shot)	text-to-video R@1 22.7 text-to-video R@10 63.1 text-to-video R@5 50.4	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding 2021-09-28	코드 1 · 코드 2
VideoCoCa (zero-shot)	text-to-video R@1 21.7 text-to-video R@10 55.2 text-to-video R@5 43.9	VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners 2022-12-09	연결 없음
COOT	text-to-video Median Rank 9 text-to-video R@1 16.7 text-to-video R@10 52.3	COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning 2020-11-01	코드 1
Text-Video Embedding	text-to-video Median Rank 24 text-to-video R@1 8.2 text-to-video R@10 35.3 text-to-video R@5 24.5	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 Median Rank 53 text-to-video R@1 6.3 text-to-video R@10 25.2 text-to-video R@5 16.9	RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval 2022-06-26	코드 1
Satar et al.	text-to-video Median Rank 77 text-to-video R@1 5.3 text-to-video R@10 20.8 text-to-video R@5 14.5	Semantic Role Aware Correlation Transformer for Text to Video Retrieval 2022-06-26	코드 1
HGLMM FV CCA	text-to-video Median Rank 75 text-to-video R@1 4.6 text-to-video R@10 21.6 text-to-video R@5 14.3	Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors 2015-06-01	연결 없음
OmniVec	text-to-video R@10 70.8	OmniVec: Learning robust representations with cross modal sharing 2023-11-07	연결 없음
OmniVec (pretrained)	text-to-video R@10 64.2	OmniVec: Learning robust representations with cross modal sharing 2023-11-07	연결 없음