← Zero-Shot Video Retrieval

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LSMDC

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
InternVideo2-6B	text-to-video R@1 33.8 video-to-text R@1 30.1 text-to-video R@5 55.9 text-to-video R@10 62.2 video-to-text R@5 47.7 video-to-text R@10 54.8	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 2024-03-22	코드 1 · 코드 2
InternVideo2-1B	text-to-video R@1 32.0 video-to-text R@1 27.3 text-to-video R@5 52.4 text-to-video R@10 59.4 video-to-text R@5 44.2 video-to-text R@10 51.6	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding 2024-03-22	코드 1 · 코드 2
VAST, HowToCaption-finetuned	text-to-video R@1 27.7 text-to-video R@5 46.5 text-to-video R@10 54.6 text-to-video Median Rank 7	HowToCaption: Prompting LLMs to Transform Video Annotations at Scale 2023-10-07	코드 1
UMT-L (ViT-L/16)	text-to-video R@1 25.2 video-to-text R@1 23.2 text-to-video R@5 43.0 text-to-video R@10 50.5 video-to-text R@5 37.7 video-to-text R@10 44.2	Unmasked Teacher: Towards Training-Efficient Video Foundation Models 2023-03-28	코드 1
mPLUG-2	text-to-video R@1 24.1 text-to-video R@5 43.8 text-to-video R@10 52.0	mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video 2023-02-01	코드 1 · 코드 2 · 코드 3 · 코드 4
BT-Adapter	text-to-video R@1 19.5 text-to-video R@5 35.9 text-to-video R@10 45.0	BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning 2023-09-27	코드 1
HiTeA-17M	text-to-video R@1 18.3 text-to-video R@5 36.7 text-to-video R@10 44.2	HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training 2022-12-30	연결 없음
InternVideo	text-to-video R@1 17.6 video-to-text R@1 13.2 text-to-video R@5 32.4 text-to-video R@10 40.2 video-to-text R@5 27.8 video-to-text R@10 34.9	InternVideo: General Video Foundation Models via Generative and Discriminative Learning 2022-12-06	코드 1 · 코드 2
HowToCaption	text-to-video R@1 17.3 text-to-video R@5 31.7 text-to-video R@10 38.6 text-to-video Median Rank 29	HowToCaption: Prompting LLMs to Transform Video Annotations at Scale 2023-10-07	코드 1
Yatai Ji et. al.	text-to-video R@1 17.2 text-to-video R@5 32.4 text-to-video R@10 39.1	Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning 2022-11-24	코드 1
HiTeA-5M	text-to-video R@1 15.5 text-to-video R@5 31.1 text-to-video R@10 39.8	HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training 2022-12-30	연결 없음
CLIP4Clip	text-to-video R@1 15.1 text-to-video R@5 28.5 text-to-video R@10 36.4 text-to-video Median Rank 28 text-to-video Mean Rank 117	CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval 2021-04-18	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
Clover	text-to-video R@1 14.7 text-to-video R@5 29.2 text-to-video R@10 38.2 text-to-video Median Rank 24	Clover: Towards A Unified Video-Language Alignment and Fusion Model 2022-07-16	코드 1
Y. Ge et. al.	text-to-video R@1 12.2 text-to-video R@5 25.9 text-to-video R@10 32.2 text-to-video Median Rank 42.0	Bridging Video-text Retrieval with Multiple Choice Questions 2022-01-13	코드 1 · 코드 2
MILES	text-to-video R@1 11.1 text-to-video R@5 24.7 text-to-video R@10 30.6 text-to-video Median Rank 50.7	MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval 2022-04-26	코드 1
SSML	text-to-video R@1 4.2 text-to-video R@5 11.6 text-to-video R@10 17.1	Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning 2020-03-06	코드 1