René's URL Explorer Experiment

Title: GitHub - WisdomShell/hal-eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models

Open Graph Title: GitHub - WisdomShell/hal-eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models

X Title: GitHub - WisdomShell/hal-eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models

Description: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models - WisdomShell/hal-eval

Open Graph Description: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models - WisdomShell/hal-eval

X Description: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models - WisdomShell/hal-eval

Opengraph URL: https://github.com/WisdomShell/hal-eval

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:8892963f-f360-5af8-b712-fef495df4020
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B822:25602F:83B6B2C:AC3F912:69758363
html-safe-nonce	bdee4948cdfee26197663527a83eeab1a9456fc79560250ea894f23325b1580d
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCODIyOjI1NjAyRjo4M0I2QjJDOkFDM0Y5MTI6Njk3NTgzNjMiLCJ2aXNpdG9yX2lkIjoiNjgzMzc3OTkwNjA3MTQzNzc5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	6c046bcfa8bc2cadfb3b9189b39df2f5d57ecf1ef168bc35d31dd839774e6b0b
hovercard-subject-tag	repository:763063029
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/WisdomShell/hal-eval
twitter:image	https://opengraph.githubassets.com/910eb6e24a77e0841a41bba1e6c88c3a7991fccd1d919036bf72f16a324f9b23/WisdomShell/hal-eval
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/910eb6e24a77e0841a41bba1e6c88c3a7991fccd1d919036bf72f16a324f9b23/WisdomShell/hal-eval
og:image:alt	A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models - WisdomShell/hal-eval
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	4a4bf5f4e28041a9d2e5c107d7d20b78b4294ba261cab243b28167c16a623a1f
turbo-cache-control	no-preview
go-import	github.com/WisdomShell/hal-eval git https://github.com/WisdomShell/hal-eval.git
octolytics-dimension-user_id	145519942
octolytics-dimension-user_login	WisdomShell
octolytics-dimension-repository_id	763063029
octolytics-dimension-repository_nwo	WisdomShell/hal-eval
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	763063029
octolytics-dimension-repository_network_root_nwo	WisdomShell/hal-eval
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	488b30e96dfd057fbbe44c6665ccbc030b729dde
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FWisdomShell%2Fhal-eval
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FWisdomShell%2Fhal-eval
Sign up	https://patch-diff.githubusercontent.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=WisdomShell%2Fhal-eval
Reload	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Reload	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Reload	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
WisdomShell	https://patch-diff.githubusercontent.com/WisdomShell
hal-eval	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FWisdomShell%2Fhal-eval
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2FWisdomShell%2Fhal-eval
Star 11	https://patch-diff.githubusercontent.com/login?return_to=%2FWisdomShell%2Fhal-eval
Apache-2.0 license	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/LICENSE
11 stars	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/stargazers
0 forks	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/forks
Branches	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/branches
Tags	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tags
Activity	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2FWisdomShell%2Fhal-eval
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2FWisdomShell%2Fhal-eval
Code	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Issues 3	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/issues
Pull requests 0	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/pulls
Actions	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/actions
Projects 0	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/projects
Security 0	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/security
Insights	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/pulse
Code	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Issues	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/issues
Pull requests	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/pulls
Actions	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/actions
Projects	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/projects
Security	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/security
Insights	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/pulse
Branches	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/branches
Tags	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tags
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/branches
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tags
7 Commits	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/commits/main/
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/commits/main/
Hal_Evaluator	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/Hal_Evaluator
Hal_Evaluator	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/Hal_Evaluator
evaluation	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/evaluation
evaluation	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/evaluation
evaluation_dataset	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/evaluation_dataset
evaluation_dataset	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/evaluation_dataset
images	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/images
images	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/tree/main/images
LICENSE	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/LICENSE
README.md	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/README.md
README	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Apache-2.0 license	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#hal-eval-a-universal-and-fine-grained-hallucination-evaluation-framework-for-large-vision-language-models
Hugging Face	https://huggingface.co/WisdomShell
PKU-KCL	http://se.pku.edu.cn/kcl/
Demo: Hal-Evaluator	http://27.188.73.160:7102/
Paper	https://arxiv.org/abs/2402.15721
Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models.	https://arxiv.org/abs/2402.15721
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#introduction
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/images/eval_case.png
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#compared-with-other-hallucination-benchmark
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#afha-automatic-fine-grained-hallucination-annotation-pipline
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/images/ann.png
paper	https://arxiv.org/abs/2402.15721
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation
MiniGPT-4	https://github.com/Vision-CAIR/MiniGPT-4
InstructBLIP	https://github.com/salesforce/LAVIS/tree/main/projects/instructblip
mPLUG-owl	https://github.com/X-PLUG/mPLUG-Owl
LLaVA	https://github.com/haotian-liu/LLaVA
LLaVA1.5	https://github.com/haotian-liu/LLaVA
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#discriminative-evalutation
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation-dataset
data	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/evaluation_dataset
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation-script
5k_code.py	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/evaluation/discriminative_evaluation/5k_code.py
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation-results
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#generative-evaluation
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#hal-data
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#hal-data-130k
ShareGPT4-V	https://sharegpt4v.github.io/
Hal-Data	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/Hal_data
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#hal-data-2m
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#hal-evaluator
subset	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/Hal_data
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation-script-1
generative_evaluation	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/blob/main/evaluation/generative_evaluation/indomain_short
	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#evaluation-results-1
Readme	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Activity	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/activity
Custom properties	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/custom-properties
11 stars	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/stargazers
3 watching	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/watchers
0 forks	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FWisdomShell%2Fhal-eval&report=WisdomShell+%28user%29
Releases	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/WisdomShell/packages?repo_name=hal-eval
Please reload this page	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Contributors 2	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/graphs/contributors
Please reload this page	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval
Python 99.3%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=python
Cuda 0.6%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=cuda
C++ 0.1%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=c%2B%2B
JavaScript 0.0%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=javascript
C 0.0%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=c
HTML 0.0%	https://patch-diff.githubusercontent.com/WisdomShell/hal-eval/search?l=html
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.