Video on MSR-VTT-1kA

Metric: video-to-text Median Rank (higher is better)

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#	Model↕	video-to-text Median Rank▼	Extra Data	Paper	Date↕	Code
1	CLIP	5	Yes	A Straightforward Framework For Video Retrieval ...	2021-02-24	Code
2	Cap4Video	2	No	Cap4Video: What Can Auxiliary Captions Do for Te...	2022-12-31	Code
3	X-CLIP	2	No	X-CLIP: End-to-End Multi-grained Contrastive Lea...	2022-07-15	Code
4	DiffusionRet	2	No	DiffusionRet: Generative Text-Video Retrieval wi...	2023-03-17	Code
5	DiffusionRet+QB-Norm	2	No	DiffusionRet: Generative Text-Video Retrieval wi...	2023-03-17	Code
6	CAMoE	2	Yes	Improving Video-Text Retrieval by Multi-Stream C...	2021-09-09	Code
7	HBI	2	No	Video-Text as Game Players: Hierarchical Banzhaf...	2023-03-25	Code
8	PAU	2	No	Prototype-based Aleatoric Uncertainty Quantifica...	2023-09-29	Code
9	CenterCLIP (ViT-B/16)	2	Yes	CenterCLIP: Token Clustering for Efficient Text-...	2022-05-02	Code
10	X-Pool	2	Yes	X-Pool: Cross-Modal Language-Video Attention for...	2022-03-28	Code
11	CLIP2Video	2	Yes	CLIP2Video: Mastering Video-Text Retrieval via I...	2021-06-21	Code
12	CLIP4Clip	2	Yes	CLIP4Clip: An Empirical Study of CLIP for End to...	2021-04-18	Code
13	HunYuan_tvr (huge)	1	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
14	PIDRo	1	No	-	-	-
15	DMAE (ViT-B/16)	1	No	Dual-Modal Attention-Enhanced Text-Video Retriev...	2023-09-20	Code
16	HunYuan_tvr	1	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
17	DRL	1	Yes	Disentangled Representation Learning for Text-Vi...	2022-03-14	Code
18	CLIP2TV	1	Yes	CLIP2TV: Align, Match and Distill for Video-Text...	2021-11-10	-