Video Retrieval on LSMDC

Metric: video-to-text R@1 (higher is better)

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#	Model↕	video-to-text R@1▼	Extra Data	Paper	Date↕	Code
1	InternVideo2-6B	46.7	Yes	InternVideo2: Scaling Foundation Models for Mult...	2024-03-22	Code
2	UMT-L (ViT-L/16)	41.4	Yes	Unmasked Teacher: Towards Training-Efficient Vid...	2023-03-28	Code
3	vid-TLDR (UMT-L)	40.7	Yes	vid-TLDR: Training Free Token merging for Light-...	2024-03-20	Code
4	InternVideo	34.9	Yes	InternVideo: General Video Foundation Models via...	2022-12-06	Code
5	HunYuan_tvr (huge)	34.6	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
6	HunYuan_tvr	30.1	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
7	X-CLIP	26.9	No	X-CLIP: End-to-End Multi-grained Contrastive Lea...	2022-07-15	Code
8	EMCL-Net++	26.7	No	Expectation-Maximization Contrastive Learning fo...	2022-11-21	Code
9	CenterCLIP (ViT-B/16)	24.5	Yes	CenterCLIP: Token Clustering for Efficient Text-...	2022-05-02	Code
10	DiffusionRet	23	No	DiffusionRet: Generative Text-Video Retrieval wi...	2023-03-17	Code
11	X-Pool	22.7	Yes	X-Pool: Cross-Modal Language-Video Attention for...	2022-03-28	Code
12	EMCL-Net	22.2	No	Expectation-Maximization Contrastive Learning fo...	2022-11-21	Code
13	Ours	15.3	No	Video and Text Matching with Conditioned Embeddi...	2021-10-21	Code
14	CLIP	6.8	No	A Straightforward Framework For Video Retrieval ...	2021-02-24	Code