Awesome Deep Research Projects

For more detailed report, please refer to A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

Projects

Category	Subcategory	Name	URL
Open-source	Agent Framework	XAgent	https://github.com/OpenBMB/XAgent
Open-source	Agent Framework	AutoGen	https://github.com/microsoft/autogen
Open-source	Agent Framework	Qwen-Agent	https://github.com/QwenLM/Qwen-Agent
Open-source	Agent Framework	OpenAI Agents SDK	https://github.com/openai/openai-agents-python
Open-source	Agent Framework	N8n	https://github.com/n8n-io/n8n
Open-source	Agent Framework	AutoChain	https://github.com/Forethought-Technologies/AutoChain
Open-source	Agent Framework	AgentGPT	https://github.com/reworkd/AgentGPT
Open-source	Agent Framework	Open-operator	https://github.com/browserbase/open-operator
Open-source	Agent Framework	BabyAGI	https://github.com/yoheinakajima/babyagi
Open-source	Agent Framework	AutoGPT	https://github.com/Significant-Gravitas/AutoGPT
Open-source	Agent Framework	MetaGPT	https://github.com/geekan/MetaGPT
Open-source	Agent Framework	Llama_index	https://github.com/run-llama/llama_index
Open-source	Agent Framework	LangGraph	https://github.com/langchain-ai/langgraph
Open-source	Agent Framework	GoogleADK	https://google.github.io/adk-docs/
Open-source	Agent Framework	CrewAI	https://github.com/crewAIInc/crewAI
Open-source	Agent Framework	Agno	https://github.com/agno-agi/agno
Open-source	Agent Framework	Temporal	https://github.com/temporalio/temporal
Open-source	Agent Framework	Orkes	https://orkes.io/use-cases/agentic-workflows
Open-source	Agent Framework	Pydantic-AI	https://github.com/pydantic/pydantic-ai
Open-source	Agent Framework	Letta	https://github.com/letta-ai/letta
Open-source	Agent Framework	Mastra	https://github.com/mastra-ai/mastra
Open-source	Agent Framework	Semantic Kernel	https://github.com/microsoft/semantic-kernel
Open-source	Agent Orchestration Platform	Dify	https://github.com/langgenius/dify
Closed-source	Agent Orchestration Platform	Coze Space	https://www.coze.cn/space-preview
Closed-source	Agent Orchestration Platform	Flowise	https://flowiseai.com/
Closed-source	AI Assistant Tools	NotebookLm	https://notebooklm.google/
Closed-source	AI Assistant Tools	MGX.dev	https://mgx.dev
Closed-source	AI Assistant Tools	You	https://you.com/about
Closed-source	AI Assistant Tools	Microsoft Copilot	https://www.microsoft.com/en-us/microsoft-copilot/organizations
Closed-source	AI Assistant Tools	MiniMax	nan
Closed-source	AI Assistant Tools	Skywork	nan
Closed-source	Workflow	Claude Research	https://www.anthropic.com/news/research
Open-source	Workflow	Google-gemini/gemini-fullstack-langgraph-quickstart	https://github.com/google-gemini/gemini-fullstack-langgraph-quickstart
Open-source	Workflow	Dzhng/deep-research	https://github.com/dzhng/deep-research
Open-source	Workflow	Jina-AI/node-DeepResearch	https://github.com/jina-ai/node-DeepResearch
Open-source	Workflow	LangChain-AI/open_deep_research	https://github.com/langchain-ai/open_deep_research
Open-source	Workflow	TheBlewish/Automated-AI-Web-Researcher-Ollama	https://github.com/TheBlewish/Automated-AI-Web-Researcher-Ollama
Open-source	Workflow	Btahir/open_deep_research	https://github.com/btahir/open-deep-research
Open-source	Workflow	Nickscamara/open-deep-research	https://github.com/nickscamara/open-deep-research
Open-source	Workflow	Mshumer/OpenDeepResearcher	https://github.com/mshumer/OpenDeepResearcher
Open-source	Workflow	Grapeot/deep_research_agent	https://github.com/grapeot/deep_research_agent
Open-source	Workflow	Smolagents/open_deep_research	https://github.com/huggingface/smolagents/tree/main/examples/open_deep_research
Open-source	Workflow	Assafelovic/GPT-Researcher	https://github.com/assafelovic/gpt-researcher/
Open-source	Workflow	HKUDS/Auto-Deep-Research	https://github.com/HKUDS/Auto-Deep-Research
Open-source	Workflow	AgentLaboratory	https://github.com/SamuelSchmidgall/AgentLaboratory
Closed-source	Multi-modal Agent UI	Manus	https://manus.im/
Closed-source	Multi-modal Agent UI	Flowith-Oracle Mode	https://flowith.net/
Open-source	Multi-modal Agent UI	OpenManus	https://github.com/FoundationAgents/OpenManus
Open-source	Multi-modal Agent UI	Camel-AI/OWL	https://github.com/camel-ai/owl
Open-source	Multi-modal Agent UI	TARS	https://github.com/bytedance/UI-TARS-desktop
Open-source	Multi-modal Agent UI	Computer Use	https://github.com/volcengine/ai-app-lab/tree/main/demohouse/computer_use
Open-source	Multi-modal Agent UI	Nanobrowser	https://github.com/nanobrowser/nanobrowser
Open-source	Multi-modal Agent UI	JARVIS	https://github.com/microsoft/JARVIS
Closed-source	Multi-modal Agent UI	Devin	https://devin.ai/
Closed-source	Multi-modal Agent UI	Aime	知乎：https://zhuanlan.zhihu.com/p/1931137689400370077
Closed-source	Multi-modal Agent UI	ChatGPT Agent	https://openai.com/index/introducing-chatgpt-agent/
Closed-source	Multi-modal Agent UI	Kimi OK Computer	nan
Closed-source	Foundation Models	OpenAI Deep Research	https://openai.com/index/introducing-deep-research/
Closed-source	Foundation Models	Gimini Deep Research	https://blog.google/products/gemini/google-gemini-deep-research/
Closed-source	Foundation Models	Perplexity Deep Research	https://www.perplexity.ai/hub/blog/introducing-perplexity-deep-research
Closed-source	Foundation Models	Grok 3 Beta	https://x.ai/news/grok-3
Closed-source	Foundation Models	AutoGLM-Research	https://autoglm-research.zhipuai.cn/
Closed-source	Foundation Models	DeepSeek-R1	https://github.com/deepseek-ai/DeepSeek-R1
Closed-source	Developer Tools	Vercel	https://vercel.com/
Closed-source	Developer Tools	Bolt	https://bolt.new/
Closed-source	Developer Tools	Cursor	https://www.cursor.com/
Closed-source	Developer Tools	Github Copilot	https://github.com/features/copilot?ref=nav.poetries.top
Open-source	Developer Tools	Cline	https://github.com/cline/cline
Open-source	Developer Tools	GPT-pilot	https://github.com/Pythagora-io/gpt-pilot
Open-source	Developer Tools	Restate	https://restate.dev/
			https://github.com/restatedev/restate
Open-source	Developer Tools	OpenAI Codex	https://github.com/openai/codex
Open-source	Developer Tools	OpenEvolve	https://github.com/codelion/openevolve
Closed-source	Research/Academic Search	Elicit	https://elicit.com/?redirected=true
Closed-source	Research/Academic Search	ResearchRabbit	https://www.researchrabbit.ai/
Closed-source	Research/Academic Search	STORM	https://storm.genie.stanford.edu/
Closed-source	Research/Academic Search	Consensus	https://consensus.app/
Closed-source	Research/Academic Search	Scite	https://scite.ai/
Closed-source	Research/Academic Search	Scispace	https://scispace.com/
Closed-source	Research/Academic Search	FutureHouse Platform	https://www.futurehouse.org/research-announcements/launching-futurehouse-platform-ai-agents
Open-source	Research/Academic Search	PaperQA	https://github.com/Future-House/paper-qa
Open-source	Research/Academic Search	HKUDS/AI-Researcher	https://github.com/HKUDS/AI-Researcher
Closed-source	Research/Academic Search	Genspark	nan
Open-source	Model Training Frameworks	Agent-RL/ReSearch	https://github.com/Agent-RL/ReSearch
Open-source	Model Training Frameworks	DSPy	https://github.com/stanfordnlp/dspy
Open-source	Model Training Frameworks	Gair-NLP/DeepResearcher	https://github.com/GAIR-NLP/DeepResearcher
Open-source	Model Training Frameworks	ModelTC/lightllm	https://github.com/ModelTC/lightllm
Open-source	Other LLM Tools	Ollama	https://github.com/ollama/ollama
Open-source	Other LLM Tools	Vllm	https://github.com/vllm-project/vllm
Open-source	Other LLM Tools	Web-LLM	https://github.com/mlc-ai/web-llm

Papers

Category	Paper Title	URL
AI Agent Frameworks & Development	AutoAgent: A Fully-Automated and Zero-Code Framework for LLM Agents	https://arxiv.org/pdf/2502.05957
AI Agent Frameworks & Development	Building effective agents	https://www.anthropic.com/engineering/building-effective-agents
AI Agent Frameworks & Development	OpenAgents: An Open Platform for Language Agents in the Wild	https://arxiv.org/pdf/2310.10634
AI Agent Frameworks & Development	Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research	https://arxiv.org/pdf/2502.04644
AI Agent Frameworks & Development	AutoGLM: Autonomous Foundation Agents for GUIs	https://arxiv.org/pdf/2411.00820
AI Agent Frameworks & Development	TapeAgents: A Holistic Framework for Agent Development and Optimization	https://arxiv.org/pdf/2412.08445
AI Agent Frameworks & Development	How to think about agent frameworks	https://blog.langchain.dev/how-to-think-about-agent-frameworks/
AI for Scientific Research	Towards an AI Co-Scientist	https://storage.googleapis.com/coscientist_paper/ai_coscientist.pdf
AI for Scientific Research	DeepResearcher: Scaling Deep Research via Reinforcement Learning	https://arxiv.org/pdf/2504.03160
AI for Scientific Research	AI Achieves Silver-Medal Standard Solving IMO Problems	https://deepmind.google/discover/blog/ai-solves-imo-problems-at-silver-medal-level/
AI for Scientific Research	Accelerating Scientific Research Through Multi-LLM Frameworks	https://arxiv.org/pdf/2502.07960
AI for Scientific Research	The AI Scientist: Fully Automated Open-Ended Scientific Discovery	https://arxiv.org/pdf/2408.06292
AI for Scientific Research	Transforming Science with LLMs: Survey on AI-Assisted Discovery	https://arxiv.org/pdf/2502.05151
AI for Scientific Research	AI's Deep Research Revolution in Biomedical Literature	https://journals.lww.com/jcma/citation/9900/ai_s_deep_research_revolution__transforming.508.aspx
AI for Scientific Research	Unlocking AI Researchers' Potential in Scientific Discovery	https://arxiv.org/pdf/2503.05822
AI for Scientific Research	Empowering Biomedical Discovery with AI Agents	https://arxiv.org/pdf/2404.02831
AI for Scientific Research	Automated Scientific Discovery Systems	https://arxiv.org/abs/2305.02251
LLM Tool Integration & API Control	ToolLLM: Mastering 16K+ Real-World APIs	https://arxiv.org/pdf/2307.16789
LLM Tool Integration & API Control	MetaGPT: Multi-Agent Collaborative Framework	https://arxiv.org/pdf/2308.00352
LLM Tool Integration & API Control	AutoGen: Next-Gen LLM Apps via Multi-Agent Conversation	https://arxiv.org/pdf/2308.08155
LLM Tool Integration & API Control	LLaVA-Plus: Creating Multimodal Agents with Tools	https://arxiv.org/pdf/2311.05437
LLM Tool Integration & API Control	ChemCrow: Augmenting LLMs with Chemistry Tools	https://arxiv.org/pdf/2304.05376
LLM Tool Integration & API Control	TORL: Scaling Tool-Integrated Reinforcement Learning	https://arxiv.org/pdf/2503.23383
Deep Research Systems	OpenAI's 'Deep Research' Tool: Usefulness for Scientists	https://www.nature.com/articles/d41586-025-00377-9
Deep Research Systems	OpenAI's Deep Research: Functionality and Applications	https://www.youreverydayai.com/openais-deep-research-how-it-works-and-what-to-use-it-for/
Deep Research Systems	Deep Research System Card	https://cdn.openai.com/deep-research-system-card.pdf
Deep Research Systems	Gemini Launches Deep Research on Gemini 2.5 Pro	https://www.ctol.digital/news/gemini-deep-research-launch-2-5-pro-vs-openai/
Deep Research Systems	Deep Research Now Available on Gemini 2.5 Pro Experimental	https://blog.google/products/gemini/deep-research-gemini-2-5-pro-experimental/
Deep Research Systems	ChatGPT's Deep Research vs. Google's Gemini 1.5 Pro: Comparison	https://whitebeardstrategies.com/ai-prompt-engineering/chatgpts-deep-research-vs-googles-gemini-1-5-pro-with-deep-research-a-detailed-comparison/
Deep Research Systems	ChatGPT Deep Research vs Perplexity: Comparative Analysis	https://blog.getbind.co/2025/02/03/chatgpt-deep-research-is-it-better-than-perplexity/
Deep Research Systems	Sonar by Perplexity [Technical Documentation]	https://docs.perplexity.ai/guides/model-cards#research-models
RAG Technology	Ragnarök: Reusable RAG Framework for TREC 2024	http://arxiv.org/pdf/2406.16828
RAG Technology	From Documents to Dialogue: KG-RAG Enhanced AI Assistants	https://arxiv.org/pdf/2502.15237
RAG Technology	GEAR-Up: AI-Augmented Scholarly Search for Systematic Reviews	https://arxiv.org/pdf/2312.09948
RAG Technology	Survey on RAG for Large Language Models	https://arxiv.org/pdf/2405.06211
RAG Technology	Knowledge Retrieval Based on Generative AI	https://arxiv.org/pdf/2501.04635
LLM Reasoning & Optimization	Self-Consistency Improves Chain-of-Thought Reasoning	https://arxiv.org/pdf/2203.11171
LLM Reasoning & Optimization	Chain-of-Thought Prompting Elicits Reasoning in LLMs	https://arxiv.org/pdf/2201.11903
LLM Reasoning & Optimization	Training LLMs to Follow Instructions with Human Feedback	https://arxiv.org/pdf/2203.02155
LLM Reasoning & Optimization	Debate Enhances Weak-to-Strong Generalization	https://arxiv.org/pdf/2501.13124
LLM Reasoning & Optimization	Mask-DPO: Factuality Alignment for LLMs	https://arxiv.org/pdf/2503.02846
LLM Reasoning & Optimization	QuestBench: Can LLMs Ask Optimal Questions?	https://arxiv.org/abs/2503.22674
Multi-Agent Systems	AgentVerse: Multi-Agent Collaboration and Emergent Behaviors	https://arxiv.org/pdf/2308.10848
Multi-Agent Systems	MetaAgents: Human Behavior Simulation for Task Coordination	https://arxiv.org/pdf/2310.06500
Multi-Agent Systems	CAMEL: Communicative Agents for LLM Society Exploration	https://arxiv.org/pdf/2303.17760
Multi-Agent Systems	Many Heads Improve Scientific Idea Generation	https://arxiv.org/pdf/2410.09403
Multi-Agent Systems	Why Multi-Agent LLM Systems Fail	https://arxiv.org/pdf/2503.13657
Multi-Agent Systems	Multi-Agent System for Cosmological Parameter Analysis	https://arxiv.org/pdf/2412.00431
Code & Software Development	CodeA11y: Accessible Web Development with AI	https://arxiv.org/pdf/2502.10884
Code & Software Development	AutoDev: Automated AI-Driven Development	https://arxiv.org/pdf/2403.08299
Code & Software Development	ChatDev: Communicative Agents for Software Development	https://aclanthology.org/2024.acl-long.810.pdf
Code & Software Development	Natural Language as a Programming Language	https://drops.dagstuhl.de/storage/00lipics/lipics-vol071-snapl2017/LIPIcs.SNAPL.2017.4/LIPIcs.SNAPL.2017.4.pdf
Code & Software Development	AIDE: AI-Driven Code Exploration	https://arxiv.org/pdf/2502.13138
Code & Software Development	AI-Assisted Programming: Big Code NLP	https://arxiv.org/pdf/2307.02503
Code & Software Development	AI-Assisted SQL Authoring at Industry Scale	https://arxiv.org/pdf/2407.13280
Code & Software Development	Steward: Natural Language Web Automation	https://arxiv.org/pdf/2409.15441
Domain-Specific AI Tools	MatPilot: AI Materials Scientist	https://arxiv.org/pdf/2411.08063
Domain-Specific AI Tools	EvoPat: Multi-LLM Patent Summarization Agent	https://arxiv.org/pdf/2412.18100
Domain-Specific AI Tools	ChartCitor: Fine-Grained Chart Attribution Framework	https://arxiv.org/pdf/2502.00989
Domain-Specific AI Tools	PatentGPT: Knowledge-Based Patent Drafting	https://arxiv.org/pdf/2409.00092
Domain-Specific AI Tools	SciAgents: Multi-Agent Scientific Discovery	https://arxiv.org/pdf/2409.05556
Domain-Specific AI Tools	Dolphin: Closed-Loop Open-Ended Auto-Research	https://arxiv.org/pdf/2501.03916
Domain-Specific AI Tools	SeqMate: Automating RNA Sequencing with LLMs	https://arxiv.org/pdf/2407.03381
Domain-Specific AI Tools	Knowledge Synthesis of Photosynthesis via LLMs	https://arxiv.org/pdf/2502.01059
Domain-Specific AI Tools	GeoLLM: Geospatial Knowledge Extraction from LLMs	https://arxiv.org/pdf/2310.06213
HCI & AI User Experience	System Usability Scale: Evolution and Future	https://doi.org/10.1080/10447318.2018.1455307
HCI & AI User Experience	CARE: Collaborative AI Reading Environment	https://arxiv.org/pdf/2302.12611
HCI & AI User Experience	VISAR: Visual Argumentative Writing Assistant	https://arxiv.org/pdf/2304.07810
HCI & AI User Experience	AdaptoML-UX: User-Centered AutoML Toolkit	https://arxiv.org/pdf/2410.17469
HCI & AI User Experience	AI Assistants for Semi-Automated Data Wrangling	https://arxiv.org/pdf/2211.00192
HCI & AI User Experience	Documentation Matters: Human-Centered AI Systems	https://arxiv.org/pdf/2102.12592
HCI & AI User Experience	Need Help? Proactive Programming Assistants	https://arxiv.org/abs/2410.04596
HCI & AI User Experience	Large-Scale Survey on AI Programming Assistant Usability	https://arxiv.org/abs/2303.17125
AI Evaluation & Benchmarking	TruthfulQA: Measuring Model Mimicry of Human Falsehoods	https://arxiv.org/pdf/2109.07958
AI Evaluation & Benchmarking	HotpotQA: Dataset for Multi-hop Question Answering	https://arxiv.org/pdf/1809.09600
AI Evaluation & Benchmarking	WebArena: Web Agent Benchmark	https://github.com/web-arena-x/webarena
AI Evaluation & Benchmarking	Measuring Short-Form Factuality in LLMs	https://cdn.openai.com/papers/simpleqa.pdf
AI Evaluation & Benchmarking	Survey on LLM-Generated Text Detection	https://arxiv.org/pdf/2310.14724
AI Evaluation & Benchmarking	Evaluating AI-Assisted Code Generation Tools	https://arxiv.org/pdf/2304.10778
AI Evaluation & Benchmarking	Benchmarking ChatGPT, Codeium, and GitHub Copilot	https://arxiv.org/pdf/2409.19922
AI Evaluation & Benchmarking	FinEval: Chinese Financial Knowledge Benchmark	https://arxiv.org/pdf/2308.09975
AI Evaluation & Benchmarking	Knowledge-Based Evaluation Methodology for AI Assistants	https://arxiv.org/pdf/2406.05603
AI Evaluation & Benchmarking	GRADE Guidelines: Rating Evidence Quality	https://pubmed.ncbi.nlm.nih.gov/21208779/
AI Evaluation & Benchmarking	Holistic Evaluation of Language Models	https://arxiv.org/pdf/2211.09110
AI Evaluation & Benchmarking	AGIEvalA Human-Centric Benchmark for Evaluating Foundation Models	https://arxiv.org/pdf/2304.06364
AI Evaluation & Benchmarking	GAIA:A Benchmark for General AI Assistants	https://arxiv.org/pdf/2311.12983
AI Evaluation & Benchmarking	MMLU benchmarkTesting LLMs multi-task capabilities	https://www.bracai.eu/post/mmlu-benchmark
AI Evaluation & Benchmarking	Enabling AI Scientists to Recognize InnovationA Domain-Agnostic Algorithm for Assessing Novelty	https://arxiv.org/pdf/2503.01508
AI Evaluation & Benchmarking	The impact of AI and peer feedback on research writing skillsa study using the CGScholar platform among Kazakhstani scholars	https://arxiv.org/pdf/2503.05820
AI Evaluation & Benchmarking	Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform	https://arxiv.org/pdf/2502.21266
AI Evaluation & Benchmarking	EAIRAEstablishing a Methodology for Evaluating AI Models as Scientific Research Assistants	https://arxiv.org/pdf/2502.20309
AI Evaluation & Benchmarking	Bridging Logic Programming and Deep Learning for Explainability through ILASP	https://arxiv.org/pdf/2502.09227
AI Evaluation & Benchmarking	Self-Explanation in Social AI Agents	https://arxiv.org/pdf/2501.13945
AI Evaluation & Benchmarking	Fine-Grained Appropriate RelianceHuman-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition	https://arxiv.org/pdf/2501.10909
AI Evaluation & Benchmarking	CATERLeveraging LLM to Pioneer a Multidimensional, Reference-Independent Paradigm in Translation Quality Evaluation	https://arxiv.org/pdf/2412.11261
AI Evaluation & Benchmarking	GigaCheckDetecting LLM-generated Content	https://arxiv.org/pdf/2410.23728
AI Evaluation & Benchmarking	Vital InsightAssisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-In-The-Loop LLM Agents	https://arxiv.org/pdf/2410.14879
AI Evaluation & Benchmarking	Aligning AI-driven discovery with human intuition	https://arxiv.org/pdf/2410.07
AI Evaluation & Benchmarking	Theoretical Physics Benchmark (TPBench) -- a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics	https://arxiv.org/pdf/2502.15815
AI Evaluation & Benchmarking	Insect-FoundationA Foundation Model and Large Multimodal Dataset for Vision-Language Insect Understanding	https://arxiv.org/pdf/2502.09906
AI Evaluation & Benchmarking	MinervaA Programmable Memory Test Benchmark for Language Models	https://arxiv.org/pdf/2502.03358
AI Evaluation & Benchmarking	UGPhysicsA Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models	https://arxiv.org/pdf/2502.00334
AI Evaluation & Benchmarking	Learning to Coordinate with Experts	https://arxiv.org/pdf/2502.09583
AI Evaluation & Benchmarking	Auto-BenchAn Automated Benchmark for Scientific Discovery in LLMs	https://arxiv.org/pdf/2502.15224
AI Evaluation & Benchmarking	How Well Do LLMs Generate Code for Different Application Domains? Benchmark and Evaluation	https://arxiv.org/pdf/2412.18573
AI Evaluation & Benchmarking	LLM4DSEvaluating Large Language Models for Data Science Code Generation	https://arxiv.org/pdf/2411.11908
AI Evaluation & Benchmarking	RedCodeRisky Code Execution and Generation Benchmark for Code Agents	https://arxiv.org/pdf/2411.07781
AI Evaluation & Benchmarking	SeafloorAIA Large-scale Vision-Language Dataset for Seafloor Geological Survey	https://arxiv.org/pdf/2411.00172
AI Evaluation & Benchmarking	INQUIREA Natural World Text-to-Image Retrieval Benchmark	https://arxiv.org/pdf/2411.02537
AI Evaluation & Benchmarking	AAAR-1.0Assessing AI's Potential to Assist Research	https://arxiv.org/pdf/2410.22394
AI Evaluation & Benchmarking	AutoPenBenchBenchmarking Generative Agents for Penetration Testing	https://arxiv.org/pdf/2410.03225
AI Evaluation & Benchmarking	CodeMMLUA Multi-Task Benchmark for Assessing Code Understanding Capabilities of CodeLLMs	https://arxiv.org/pdf/2410.01999
AI Evaluation & Benchmarking	UniSumEvalTowards Unified, Fine-Grained, Multi-Dimensional Summarization Evaluation for LLMs	https://arxiv.org/pdf/2409.19898
AI Evaluation & Benchmarking	CI-BenchBenchmarking Contextual Integrity of AI Assistants on Synthetic Data	https://arxiv.org/pdf/2409.13903
AI Evaluation & Benchmarking	ChemDFM-XTowards Large Multimodal Model for Chemistry	https://arxiv.org/pdf/2409.13194
AI Evaluation & Benchmarking	DSBenchHow Far Are Data Science Agents to Becoming Data Science Experts?	https://arxiv.org/pdf/2409.07703
AI Evaluation & Benchmarking	GMAI-MMBenchA Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI	https://arxiv.org/pdf/2408.03361
AI Evaluation & Benchmarking	MMSciA Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding	https://arxiv.org/pdf/2407.04903
AI Evaluation & Benchmarking	SciCodeA Research Coding Benchmark Curated by Scientists	https://arxiv.org/pdf/2407.13168
AI Evaluation & Benchmarking	MASSWA New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows	https://arxiv.org/pdf/2406.06357
AI Evaluation & Benchmarking	Turing Tests For An AI Scientist	https://arxiv.org/pdf/2405.13352
AI Evaluation & Benchmarking	LHRS-BotEmpowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model	https://arxiv.org/pdf/2402.02544
AI Evaluation & Benchmarking	GAIAa benchmark for General AI Assistants	https://arxiv.org/pdf/2311.12983
AI Evaluation & Benchmarking	OceanGPTA Large Language Model for Ocean Science Tasks	https://arxiv.org/pdf/2310.02031
AI Evaluation & Benchmarking	LatEvalAn Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles	https://arxiv.org/pdf/2308.10855
AI Evaluation & Benchmarking	BOLAABenchmarking and Orchestrating LLM-augmented Autonomous Agents	https://arxiv.org/pdf/2308.05960
AI Evaluation & Benchmarking	MegaWikaMillions of reports and their sources across 50 diverse languages	https://arxiv.org/pdf/2307.07049
AI Evaluation & Benchmarking	Learn to ExplainMultimodal Reasoning via Thought Chains for Science Question Answering	https://arxiv.org/pdf/2209.09513
AI Evaluation & Benchmarking	Benchmarking Agentic Workflow Generation	https://arxiv.org/abs/2410.07869
AI Evaluation & Benchmarking	TheAgentCompanyBenchmarking LLM Agents on Consequential Real World Tasks	https://arxiv.org/abs/2412.14161

Citation

@misc{xu2025comprehensive,
    title={A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications},
    author={Renjun Xu and Jingwen Peng},
    year={2025},
    eprint={2506.12594},
    archivePrefix={arXiv},
    primaryClass={cs.AI}
}

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