René's URL Explorer Experiment


Title: GitHub - InternScience/SGI-Bench: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Open Graph Title: GitHub - InternScience/SGI-Bench: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

X Title: GitHub - InternScience/SGI-Bench: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Description: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows - InternScience/SGI-Bench

Open Graph Description: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows - InternScience/SGI-Bench

X Description: Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows - InternScience/SGI-Bench

Opengraph URL: https://github.com/InternScience/SGI-Bench

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a300c5a1-5230-2412-5776-1e7b3dd9a224
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idD1B8:3F2860:49B6A4:642514:698D8BDC
html-safe-nonce6b04a8e6cf4bc4f84935734e3ef0c9b812084160af1fb593d061bdf01c3d25d2
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEMUI4OjNGMjg2MDo0OUI2QTQ6NjQyNTE0OjY5OEQ4QkRDIiwidmlzaXRvcl9pZCI6IjY5MjQxNjgwNjEwMDkxMDM4MzYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac530b42307290a730955f310dfc4ffa87e34f67dd302f72e2d2370bde37f8c64e
hovercard-subject-tagrepository:1108868729
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/InternScience/SGI-Bench
twitter:imagehttps://opengraph.githubassets.com/9c5343c2fdcb457a9d2ea1ff34ff7149d59ae1ab86ee065dc86a23798e980542/InternScience/SGI-Bench
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/9c5343c2fdcb457a9d2ea1ff34ff7149d59ae1ab86ee065dc86a23798e980542/InternScience/SGI-Bench
og:image:altProbing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows - InternScience/SGI-Bench
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec0818105fa276287e9369cfdefa0a0fa7953719791ceff9b94d69623c0a4fe8a
turbo-cache-controlno-preview
go-importgithub.com/InternScience/SGI-Bench git https://github.com/InternScience/SGI-Bench.git
octolytics-dimension-user_id154449623
octolytics-dimension-user_loginInternScience
octolytics-dimension-repository_id1108868729
octolytics-dimension-repository_nwoInternScience/SGI-Bench
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1108868729
octolytics-dimension-repository_network_root_nwoInternScience/SGI-Bench
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
releasebd964b0594af16531b06ac03e14711206a3079aa
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FInternScience%2FSGI-Bench
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FInternScience%2FSGI-Bench
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=InternScience%2FSGI-Bench
Reloadhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Reloadhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Reloadhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
InternScience https://patch-diff.githubusercontent.com/InternScience
SGI-Benchhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FInternScience%2FSGI-Bench
Fork 4 https://patch-diff.githubusercontent.com/login?return_to=%2FInternScience%2FSGI-Bench
Star 147 https://patch-diff.githubusercontent.com/login?return_to=%2FInternScience%2FSGI-Bench
internscience.github.io/SGI-Page/https://internscience.github.io/SGI-Page/
MIT license https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/LICENSE
147 stars https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/stargazers
4 forks https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/forks
Branches https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/branches
Tags https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tags
Activity https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FInternScience%2FSGI-Bench
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FInternScience%2FSGI-Bench
Code https://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Issues 1 https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/issues
Pull requests 0 https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/pulls
Actions https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/actions
Projects 0 https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/projects
Security 0 https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/security
Insights https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/pulse
Code https://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Issues https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/issues
Pull requests https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/pulls
Actions https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/actions
Projects https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/projects
Security https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/security
Insights https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/pulse
Brancheshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/branches
Tagshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tags
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/branches
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tags
48 Commitshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/commits/main/
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/commits/main/
assetshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tree/main/assets
evaluationhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tree/main/evaluation
evaluationhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/tree/main/evaluation
.gitignorehttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/README.md
READMEhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
MIT licensehttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#probing-scientific-general-intelligence-of-llms-with-scientist-aligned-workflows
https://internscience.github.io/SGI-Page/
https://arxiv.org/pdf/2512.16969
https://huggingface.co/collections/InternScience/sgi-bench
https://github.com/InternScience/SGI-Bench
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/assets/teaser.png
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-latest-news
paperhttps://arxiv.org/pdf/2512.16969
VLMEvalKithttps://github.com/open-compass/VLMEvalKit/pull/1358
SciEvalKithttps://github.com/InternScience/SciEvalKit
AI Insight Talkhttps://www.bilibili.com/video/BV16yqdBnE82/?share_source=copy_web&vd_source=7b9d898a8c3bbebf65c411956ed7f8ce
OpenMMLabhttps://openmmlab.com/
Zhihuhttps://www.zhihu.com/
ModelScopehttps://www.modelscope.cn/
PDFhttps://internscience.github.io/SGI-Page/paper.pdf
datahttps://huggingface.co/collections/InternScience/sgi-bench
codehttps://github.com/InternScience/SGI-Bench
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-what-is-scientific-general-intelligence-sgi
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-framework--tasks
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/assets/pipeline.png
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-scientistaligned-data-construction
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/assets/subjects.png
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-agentic-evaluation-framework
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/assets/evaluation-framework.png
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-testtime-reinforcement-learning-ttrl
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/blob/main/assets/grpo_reward_curves.png
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-leaderboard-highlights
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-quick-start
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-task-1-deep-research
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-task-2-idea-generation
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#️-task-31-dry-experiment-code-generation
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-task-32-wet-experiment-lab-protocol
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-task-4-experimental-reasoning
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-sgi-score
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-contact-us
xu_wanghan@sjtu.edu.cnhttps://black-yt.github.io/
https://raw.githubusercontent.com/InternScience/SGI-Bench/main/assets/wechat.jpg
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-citation
https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#-star-history
repohttps://github.com/InternScience/SGI-Bench
https://github.com/InternScience/SGI-Bench/stargazers
https://www.star-history.com/#InternScience/SGI-Bench&TIGER-AI-Lab/MMLU-Pro&MMMU-Benchmark/MMMU&idavidrein/gpqa&SuperGPQA/SuperGPQA&type=date&legend=top-left
🔝Back to tophttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench#top
internscience.github.io/SGI-Page/https://internscience.github.io/SGI-Page/
agent https://patch-diff.githubusercontent.com/topics/agent
benchmark https://patch-diff.githubusercontent.com/topics/benchmark
reinforcement-learning https://patch-diff.githubusercontent.com/topics/reinforcement-learning
ai https://patch-diff.githubusercontent.com/topics/ai
evaluation https://patch-diff.githubusercontent.com/topics/evaluation
code-generation https://patch-diff.githubusercontent.com/topics/code-generation
meta-analysis https://patch-diff.githubusercontent.com/topics/meta-analysis
multi-modal https://patch-diff.githubusercontent.com/topics/multi-modal
reasoning https://patch-diff.githubusercontent.com/topics/reasoning
sgi https://patch-diff.githubusercontent.com/topics/sgi
code-gen https://patch-diff.githubusercontent.com/topics/code-gen
wet-lab-protocols https://patch-diff.githubusercontent.com/topics/wet-lab-protocols
ai4science https://patch-diff.githubusercontent.com/topics/ai4science
llm https://patch-diff.githubusercontent.com/topics/llm
automated-science https://patch-diff.githubusercontent.com/topics/automated-science
vllm https://patch-diff.githubusercontent.com/topics/vllm
idea-generation https://patch-diff.githubusercontent.com/topics/idea-generation
ai-scientist https://patch-diff.githubusercontent.com/topics/ai-scientist
deep-research https://patch-diff.githubusercontent.com/topics/deep-research
test-time-scaling https://patch-diff.githubusercontent.com/topics/test-time-scaling
Readme https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/InternScience/SGI-Bench#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench
Activityhttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/activity
Custom propertieshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/custom-properties
147 starshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/watchers
4 forkshttps://patch-diff.githubusercontent.com/InternScience/SGI-Bench/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FInternScience%2FSGI-Bench&report=InternScience+%28user%29
Python 100.0% https://patch-diff.githubusercontent.com/InternScience/SGI-Bench/search?l=python
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.