Video Summarization on TvSum

Metric: Spearman's Rho (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Spearman's Rho▼	Extra Data	Paper	Date↕	Code
1	DMASum	0.267	No	Query Twice: Dual Mixture Attention Meta Learnin...	2020-08-19	-
2	CSTA	0.255	No	CSTA: CNN-based Spatiotemporal Attention for Vid...	2024-05-20	Code
3	CSTA	0.255	No	CSTA: CNN-based Spatiotemporal Attention for Vid...	2024-05-20	Code
4	SSPVS(+Text)	0.238	No	Progressive Video Summarization via Multimodal S...	2022-01-07	Code
5	SSPVS	0.233	No	Progressive Video Summarization via Multimodal S...	2022-01-07	Code
6	RR-STG	0.212	No	-	-	-
7	MSVA	0.21	No	Supervised Video Summarization via Multiple Feat...	2021-04-23	Code
8	PGL-SUM	0.206	No	-	-	Code
9	A2Summ	0.165	No	Align and Attend: Multimodal Summarization with ...	2023-03-13	Code
10	iPTNet	0.163	No	-	-	-
11	CLIP-It	0.147	No	CLIP-It! Language-Guided Video Summarization	2021-07-01	Code
12	HMT	0.107	No	Hierarchical Multimodal Transformer to Summarize...	2021-09-22	-
13	RS-SUM	0.106	No	-	-	Code
14	VJMHT	0.105	No	Video Joint Modelling Based on Hierarchical Tran...	2021-12-27	Code
15	CSNet	0.034	No	Discriminative Feature Learning for Unsupervised...	2018-11-24	Code
16	DR-DSN	0.026	No	Deep Reinforcement Learning for Unsupervised Vid...	2017-12-29	Code