Video Retrieval on DiDeMo

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

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#	Model↕	text-to-video Median Rank▼	Extra Data	Paper	Date↕	Code
1	Collaborative Experts	8.3	No	Use What You Have: Video Retrieval Using Represe...	2019-07-31	Code
2	PO Loss	8	No	Rudder: A Cross Lingual Video and Text Retrieval...	2021-03-09	Code
3	HD-VILA	4	No	Advancing High-Resolution Video-Language Represe...	2021-11-19	Code
4	ALPRO	3	Yes	Align and Prompt: Video-and-Language Pre-trainin...	2021-12-17	Code
5	FROZEN	3	Yes	Frozen in Time: A Joint Video and Image Encoder ...	2021-04-01	Code
6	DRL	2	Yes	Disentangled Representation Learning for Text-Vi...	2022-03-14	Code
7	DiffusionRet+QB-Norm	2	No	DiffusionRet: Generative Text-Video Retrieval wi...	2023-03-17	Code
8	PAU	2	No	Prototype-based Aleatoric Uncertainty Quantifica...	2023-09-29	Code
9	HBI	2	No	Video-Text as Game Players: Hierarchical Banzhaf...	2023-03-25	Code
10	DiffusionRet	2	No	DiffusionRet: Generative Text-Video Retrieval wi...	2023-03-17	Code
11	CAMoE	2	Yes	Improving Video-Text Retrieval by Multi-Stream C...	2021-09-09	Code
12	QB-Norm+CLIP4Clip	2	Yes	Cross Modal Retrieval with Querybank Normalisation	2021-12-23	Code
13	CLIP4Clip	2	Yes	CLIP4Clip: An Empirical Study of CLIP for End to...	2021-04-18	Code
14	CLIP-ViP	1	Yes	CLIP-ViP: Adapting Pre-trained Image-Text Model ...	2022-09-14	Code
15	STAN	1	Yes	Revisiting Temporal Modeling for CLIP-based Imag...	2023-01-26	Code
16	DMAE (ViT-B/32)	1	No	Dual-Modal Attention-Enhanced Text-Video Retriev...	2023-09-20	Code
17	HunYuan_tvr (huge)	1	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
18	HunYuan_tvr	1	Yes	Tencent Text-Video Retrieval: Hierarchical Cross...	2022-04-07	-
19	Cap4Video	1	No	Cap4Video: What Can Auxiliary Captions Do for Te...	2022-12-31	Code
20	Clover	1	No	Clover: Towards A Unified Video-Language Alignme...	2022-07-16	Code
21	Aurora (ours, r=64)	1	No	-	-	-