XML_RVMR

LiangRenjie/XML_RVMR

XML_RVMR is a machine learning model from LiangRenjie. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

This repository contains the XML model for the baseline of the Ranked Video Moment Retrieval (RVMR) task. The associated paper is titled "Video Moment Retrieval in Practical Setting: A Dataset of Ranked Moments for Im…

Downloads · 30 days

Access

Public

Updated Jul 12, 2024

Repo size

81.2 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.json49.9 MB · 61%

At a glance

License: mit
Access: Public
Created: Jul 7, 2024
Updated: Jul 12, 2024
SHA: ff9909be

Datasets

axgroup/Ranking_TVR

Model card

From the Hugging Face model README

XML_RVMR

The main repository of the paper is TVR-Ranking, and this model is adapted from TVRetrieval.

Annotations and features can be downloaded from TVR-Ranking. The environment setup is the same as for RelocNet_RVMR, as detailed in the TVR-Ranking repository.

Performance

Model	Train Set Top N	IoU=0.3		IoU=0.5		IoU=0.7
		Val	Test	Val	Test	Val	Test
NDCG@10
XML	1	0.1016	0.0917	0.0747	0.0660	0.0244	0.0268
XML	20	0.2226	0.2135	0.1623	0.1567	0.0580	0.0627
XML	40	0.2002	0.2044	0.1461	0.1502	0.0541	0.0589
NDCG@20
XML	1	0.1010	0.0923	0.0737	0.0662	0.0258	0.0269
XML	20	0.2331	0.2243	0.1700	0.1650	0.0627	0.0664
XML	40	0.2114	0.2167	0.1530	0.1590	0.0583	0.0635
NDCG@40
XML	1	0.1077	0.1016	0.0775	0.0727	0.0273	0.0294
XML	20	0.2580	0.2512	0.1874	0.1853	0.0705	0.0753
XML	40	0.2408	0.2432	0.1740	0.1791	0.0666	0.0720

Quick Start

Modify the path in run_top20.sh and then execute the script:

sh run_top20.sh

Feel free to contribute or raise issues for any problems encountered.

License: mit
Languages: en
Created: Jul 7, 2024
Updated: Jul 12, 2024