← Zero-Shot Video Retrieval
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ActivityNet

아카이브 평가 12건 · 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
InternVideo2-6B
text-to-video R@1
63.2
video-to-text R@1
56.5
text-to-video R@10
92.5
text-to-video R@5
85.6
video-to-text R@5
82.8
video-to-text R@10
90.3
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
2024-03-22
코드 1 · 코드 2
InternVideo2-1B
text-to-video R@1
60.4
video-to-text R@1
54.8
text-to-video R@10
90.8
text-to-video R@5
83.9
video-to-text R@5
81.5
video-to-text R@10
89.5
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
2024-03-22
코드 1 · 코드 2
GRAM
text-to-video R@1
59.0
video-to-text R@1
50.9
text-to-video R@10
91.2
video-to-text R@10
85.8
Gramian Multimodal Representation Learning and Alignment
2024-12-16
코드 1 · 코드 2
UMT-L (ViT-L/16)
text-to-video R@1
42.8
video-to-text R@1
40.7
text-to-video R@10
79.8
text-to-video R@5
69.6
video-to-text R@5
67.6
video-to-text R@10
78.6
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
2023-03-28
코드 1
vid-TLDR (UMT-L)
text-to-video R@1
42.8
video-to-text R@1
41.2
text-to-video R@10
79.6
text-to-video R@5
69.4
video-to-text R@5
68.2
video-to-text R@10
79.1
vid-TLDR: Training Free Token merging for Light-weight Video Transformer
2024-03-20
코드 1
LanguageBind(ViT-H/14)
text-to-video R@1
41.0
video-to-text R@1
39.1
text-to-video R@10
80.0
text-to-video R@5
68.4
video-to-text R@5
69.8
video-to-text R@10
81.1
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
2023-10-03
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
LanguageBind(ViT-L/14)
text-to-video R@1
38.4
video-to-text R@1
35.7
text-to-video R@10
77.9
text-to-video R@5
66.6
video-to-text R@5
65.8
video-to-text R@10
77.8
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
2023-10-03
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6
BT-Adapter
text-to-video R@1
37.0
text-to-video R@10
78.9
text-to-video R@5
66.7
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning
2023-09-27
코드 1
VideoCoCa
text-to-video R@1
34.5
video-to-text R@1
33.0
text-to-video R@10
76.6
text-to-video R@5
63.2
video-to-text R@5
61.6
video-to-text R@10
75.3
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners
2022-12-09
연결 없음
Singularity-temporal-5M
text-to-video R@1
30.8
text-to-video R@10
66.3
text-to-video R@5
55.9
Revealing Single Frame Bias for Video-and-Language Learning
2022-06-07
코드 1 · 코드 2
InternVideo
text-to-video R@1
30.7
video-to-text R@1
31.4
InternVideo: General Video Foundation Models via Generative and Discriminative Learning
2022-12-06
코드 1 · 코드 2
Singularity-temporal-17M
text-to-video R@1
30.6
text-to-video R@10
66.9
text-to-video R@5
55.6
Revealing Single Frame Bias for Video-and-Language Learning
2022-06-07
코드 1 · 코드 2