René's URL Explorer Experiment


Title: GitHub - AMAP-ML/UniVG-R1: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning · GitHub

Open Graph Title: GitHub - AMAP-ML/UniVG-R1: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

X Title: GitHub - AMAP-ML/UniVG-R1: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning

Description: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning - AMAP-ML/UniVG-R1

Open Graph Description: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning - AMAP-ML/UniVG-R1

X Description: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning - AMAP-ML/UniVG-R1

Opengraph URL: https://github.com/AMAP-ML/UniVG-R1

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:5b0fd0cb-c96d-269e-4430-dd67a926db35
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id84C4:3D3A2:711F91:998415:6A4D67BA
html-safe-nonce20bced367e80796791ae5acc4852e9817da37759b6498f74992413bba18e7548
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4NEM0OjNEM0EyOjcxMUY5MTo5OTg0MTU6NkE0RDY3QkEiLCJ2aXNpdG9yX2lkIjoiODA3ODEyNzgzODQ4Mzg0NDQzIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac19e58a078123b07811383ff341af897d0bd03fdb5482a2d97e43aeea815c0699
hovercard-subject-tagrepository:987422203
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/AMAP-ML/UniVG-R1
twitter:imagehttps://opengraph.githubassets.com/847538269c782769ebe5fe2473898c14b650e62abfdc2ae83b7da6dadaf860f2/AMAP-ML/UniVG-R1
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/847538269c782769ebe5fe2473898c14b650e62abfdc2ae83b7da6dadaf860f2/AMAP-ML/UniVG-R1
og:image:altUniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning - AMAP-ML/UniVG-R1
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None7db3950e3f59095e20a9789440c3dd554efc62d434882ead06ae05b5815605b9
turbo-cache-controlno-cache
go-importgithub.com/AMAP-ML/UniVG-R1 git https://github.com/AMAP-ML/UniVG-R1.git
octolytics-dimension-user_id202896035
octolytics-dimension-user_loginAMAP-ML
octolytics-dimension-repository_id987422203
octolytics-dimension-repository_nwoAMAP-ML/UniVG-R1
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id987422203
octolytics-dimension-repository_network_root_nwoAMAP-ML/UniVG-R1
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasecd8f6a71db61d6012a0cbb134be844fdbe9b8a45
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/AMAP-ML/UniVG-R1#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FAMAP-ML%2FUniVG-R1
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FAMAP-ML%2FUniVG-R1
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=AMAP-ML%2FUniVG-R1
Reloadhttps://github.com/AMAP-ML/UniVG-R1
Reloadhttps://github.com/AMAP-ML/UniVG-R1
Reloadhttps://github.com/AMAP-ML/UniVG-R1
Please reload this pagehttps://github.com/AMAP-ML/UniVG-R1
AMAP-ML https://github.com/AMAP-ML
UniVG-R1https://github.com/AMAP-ML/UniVG-R1
Notifications https://github.com/login?return_to=%2FAMAP-ML%2FUniVG-R1
Fork 7 https://github.com/login?return_to=%2FAMAP-ML%2FUniVG-R1
Star 163 https://github.com/login?return_to=%2FAMAP-ML%2FUniVG-R1
Code https://github.com/AMAP-ML/UniVG-R1
Issues 2 https://github.com/AMAP-ML/UniVG-R1/issues
Pull requests 0 https://github.com/AMAP-ML/UniVG-R1/pulls
Actions https://github.com/AMAP-ML/UniVG-R1/actions
Projects https://github.com/AMAP-ML/UniVG-R1/projects
Security and quality 0 https://github.com/AMAP-ML/UniVG-R1/security
Insights https://github.com/AMAP-ML/UniVG-R1/pulse
Code https://github.com/AMAP-ML/UniVG-R1
Issues https://github.com/AMAP-ML/UniVG-R1/issues
Pull requests https://github.com/AMAP-ML/UniVG-R1/pulls
Actions https://github.com/AMAP-ML/UniVG-R1/actions
Projects https://github.com/AMAP-ML/UniVG-R1/projects
Security and quality https://github.com/AMAP-ML/UniVG-R1/security
Insights https://github.com/AMAP-ML/UniVG-R1/pulse
https://github.com/AMAP-ML/UniVG-R1
Brancheshttps://github.com/AMAP-ML/UniVG-R1/branches
Tagshttps://github.com/AMAP-ML/UniVG-R1/tags
https://github.com/AMAP-ML/UniVG-R1/branches
https://github.com/AMAP-ML/UniVG-R1/tags
11 Commitshttps://github.com/AMAP-ML/UniVG-R1/commits/master/
https://github.com/AMAP-ML/UniVG-R1/commits/master/
evalhttps://github.com/AMAP-ML/UniVG-R1/tree/master/eval
evalhttps://github.com/AMAP-ML/UniVG-R1/tree/master/eval
figshttps://github.com/AMAP-ML/UniVG-R1/tree/master/figs
figshttps://github.com/AMAP-ML/UniVG-R1/tree/master/figs
sfthttps://github.com/AMAP-ML/UniVG-R1/tree/master/sft
sfthttps://github.com/AMAP-ML/UniVG-R1/tree/master/sft
src/open-r1-multimodalhttps://github.com/AMAP-ML/UniVG-R1/tree/master/src/open-r1-multimodal
src/open-r1-multimodalhttps://github.com/AMAP-ML/UniVG-R1/tree/master/src/open-r1-multimodal
.gitignorehttps://github.com/AMAP-ML/UniVG-R1/blob/master/.gitignore
.gitignorehttps://github.com/AMAP-ML/UniVG-R1/blob/master/.gitignore
README.mdhttps://github.com/AMAP-ML/UniVG-R1/blob/master/README.md
README.mdhttps://github.com/AMAP-ML/UniVG-R1/blob/master/README.md
demo.pyhttps://github.com/AMAP-ML/UniVG-R1/blob/master/demo.py
demo.pyhttps://github.com/AMAP-ML/UniVG-R1/blob/master/demo.py
setup.shhttps://github.com/AMAP-ML/UniVG-R1/blob/master/setup.sh
setup.shhttps://github.com/AMAP-ML/UniVG-R1/blob/master/setup.sh
READMEhttps://github.com/AMAP-ML/UniVG-R1
https://github.com/AMAP-ML/UniVG-R1#--univg-r1reasoning-guided-universal-visual-grounding-with-reinforcement-learning-
https://github.com/AMAP-ML/UniVG-R1/blob/master/figs/teaser.jpg
https://arxiv.org/abs/2505.14231
https://amap-ml.github.io/UniVG-R1-page/
https://huggingface.co/GD-ML/UniVG-R1
https://huggingface.co/datasets/GD-ML/UniVG-R1-data
https://huggingface.co/spaces/SuleBai/UniVG-R1
Sule Baihttps://sulebai.github.io/
Mingxing Lihttps://scholar.google.com/citations?user=-pfkprkAAAAJ&hl=zh-CN&oi=ao
Yong Liuhttps://yongliu20.github.io/
Jing Tanghttps://github.com/AMAP-ML/UniVG-R1/blob/master
Haoji Zhanghttps://zhang9302002.github.io/
Lei Sunhttps://github.com/AMAP-ML/UniVG-R1/blob/master
Xiangxiang Chuhttps://cxxgtxy.github.io/
Yansong Tanghttps://andytang15.github.io/
https://github.com/AMAP-ML/UniVG-R1#-overview
https://github.com/AMAP-ML/UniVG-R1/blob/master/figs/pipeline.jpg
https://github.com/AMAP-ML/UniVG-R1#-demo
🤗Huggingfacehttps://huggingface.co/spaces/SuleBai/UniVG-R1
https://github.com/AMAP-ML/UniVG-R1#️-installation
VLM-R1https://github.com/om-ai-lab/VLM-R1
https://github.com/AMAP-ML/UniVG-R1#-training
https://github.com/AMAP-ML/UniVG-R1#-stage-1-cot-sft
Stage 1 CoT-SFT Datahttps://huggingface.co/datasets/GD-ML/UniVG-R1-data/blob/main/stage1_cotsft.json
MGrounding-630k datasethttps://github.com/thunlp/Migician
LLaMA-Factoryhttps://github.com/hiyouga/LLaMA-Factory
https://github.com/AMAP-ML/UniVG-R1#-stage-2-grpo
Stage 2 RL Datahttps://huggingface.co/datasets/GD-ML/UniVG-R1-data/blob/main/stage2_rl.json
MGrounding-630k datasethttps://github.com/thunlp/Migician/tree/main
https://github.com/AMAP-ML/UniVG-R1#-evaluation
MIG-Benchhttps://github.com/thunlp/Migician
Migicianhttps://github.com/thunlp/Migician
LISAhttps://github.com/dvlab-research/LISA
LLMSeghttps://github.com/wangjunchi/LLMSeg
ReVOShttps://github.com/cilinyan/VISA
ReasonVOShttps://github.com/showlab/VideoLISA
herehttps://huggingface.co/datasets/GD-ML/UniVG-R1-data/tree/main/zero_shot_evaluation
https://github.com/AMAP-ML/UniVG-R1#-results
https://github.com/AMAP-ML/UniVG-R1/blob/master/figs/result1.png
https://github.com/AMAP-ML/UniVG-R1/blob/master/figs/result2.png
https://github.com/AMAP-ML/UniVG-R1#-acknowledgement
Migicianhttps://github.com/thunlp/Migician
VLM-R1https://github.com/om-ai-lab/VLM-R1
Visual-RFThttps://github.com/Liuziyu77/Visual-RFT
LLaMA-Factoryhttps://github.com/hiyouga/LLaMA-Factory
lmms-evalhttps://github.com/EvolvingLMMs-Lab/lmms-eval
https://github.com/AMAP-ML/UniVG-R1#-citation
amap-ml.github.io/UniVG-R1-page/https://amap-ml.github.io/UniVG-R1-page/
Readme https://github.com/AMAP-ML/UniVG-R1#readme-ov-file
Please reload this pagehttps://github.com/AMAP-ML/UniVG-R1
Activityhttps://github.com/AMAP-ML/UniVG-R1/activity
Custom propertieshttps://github.com/AMAP-ML/UniVG-R1/custom-properties
7 forkshttps://github.com/AMAP-ML/UniVG-R1/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAMAP-ML%2FUniVG-R1&report=AMAP-ML+%28user%29
Releaseshttps://github.com/AMAP-ML/UniVG-R1/releases
Packages 0https://github.com/orgs/AMAP-ML/packages?repo_name=UniVG-R1
Please reload this pagehttps://github.com/AMAP-ML/UniVG-R1
Please reload this pagehttps://github.com/AMAP-ML/UniVG-R1
Contributorshttps://github.com/AMAP-ML/UniVG-R1/graphs/contributors
Please reload this pagehttps://github.com/AMAP-ML/UniVG-R1
Python 96.6% https://github.com/AMAP-ML/UniVG-R1/search?l=python
Shell 3.2% https://github.com/AMAP-ML/UniVG-R1/search?l=shell
Makefile 0.2% https://github.com/AMAP-ML/UniVG-R1/search?l=makefile
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.