← Video Retrieval
Papers with Code · CC BY-SA 4.0

VATEX

아카이브 평가 13건 · 마지막 적재/변경

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
모델원본 지표·값논문구현
GRAM
text-to-video R@1
87.7
text-to-video R@10
100
video-to-text R@1
84.6
video-to-text R@10
100
Gramian Multimodal Representation Learning and Alignment
2024-12-16
코드 1 · 코드 2
VAST
text-to-video R@1
83.0
text-to-video R@10
99.2
text-to-video R@5
98.2
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset
2023-05-29
코드 1 · 코드 2
VALOR
text-to-video R@1
78.5
text-to-video R@10
98.7
text-to-video R@5
97.1
VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset
2023-04-17
코드 1
InternVideo2-6B
text-to-video R@1
75.5
video-to-text R@1
89.3
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
2024-03-22
코드 1 · 코드 2
Unmasked Teacher
text-to-video R@1
72
text-to-video R@10
97.8
video-to-text R@1
86.0
video-to-text R@10
99.6
text-to-video R@5
95.1
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
2023-03-28
코드 1
InternVideo
text-to-video R@1
71.1
video-to-text R@1
87.2
InternVideo: General Video Foundation Models via Generative and Discriminative Learning
2022-12-06
코드 1 · 코드 2
Side4Video
text-to-video R@1
68.8
text-to-video R@50
1.0
text-to-video R@10
97.0
text-to-video R@5
93.5
text-to-video MedianR
2.7
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning
2023-11-27
코드 1 · 코드 2
Cap4Video
text-to-video R@1
66.6
text-to-video R@10
97.0
video-to-text R@1
80.9
video-to-text R@10
99.6
text-to-video R@5
93.1
text-to-video MedianR
1
text-to-video MeanR
2.7
Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
2022-12-31
코드 1 · 코드 2 · 코드 3 · 코드 4
TeachCLIP
text-to-video R@1
63.6
text-to-video R@10
96.1
text-to-video R@5
91.9
Holistic Features are almost Sufficient for Text-to-Video Retrieval
2024-01-01
코드 1
TS2-Net
text-to-video R@1
59.1
text-to-video R@10
95.2
TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval
2022-07-16
코드 1
LAFF
text-to-video R@1
59.1
text-to-video R@50
96.3
text-to-video R@10
91.7
Lightweight Attentional Feature Fusion: A New Baseline for Text-to-Video Retrieval
2021-12-03
코드 1
QB-Norm+CLIP2Video
text-to-video R@1
58.8
text-to-video R@10
93.8
Cross Modal Retrieval with Querybank Normalisation
2021-12-23
코드 1
CLIP2Video
text-to-video R@1
57.3
text-to-video R@50
95.5
text-to-video R@10
90
CLIP2Video: Mastering Video-Text Retrieval via Image CLIP
2021-06-21
코드 1