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Collections including paper arxiv:2604.03016

about 11 hours ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 195
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning

Paper • 2603.23483 • Published Mar 24 • 62
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

Paper • 2603.19708 • Published Mar 20 • 13

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

From Vision to Motion

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

Paper • 2603.19708 • Published Mar 20 • 13
MACRO: Advancing Multi-Reference Image Generation with Structured Long-Context Data

Paper • 2603.25319 • Published Mar 26 • 32
ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions

Paper • 2603.25791 • Published Mar 26 • 7

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 46
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 1.45k • 562
nvidia/OpenMathReasoning

Viewer • Updated May 27, 2025 • 5.68M • 15.6k • 454
Search Arena: Analyzing Search-Augmented LLMs

Paper • 2506.05334 • Published Jun 5, 2025 • 19

LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73
Real-Time Reasoning Agents in Evolving Environments

Paper • 2511.04898 • Published Nov 7, 2025 • 13
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Paper • 2508.16279 • Published Aug 22, 2025 • 61
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

Paper • 2604.03016 • Published 27 days ago • 37

about 11 hours ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 195
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

From Vision to Motion

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 109
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

Paper • 2603.19708 • Published Mar 20 • 13
MACRO: Advancing Multi-Reference Image Generation with Structured Long-Context Data

Paper • 2603.25319 • Published Mar 26 • 32
ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions

Paper • 2603.25791 • Published Mar 26 • 7

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118
SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning

Paper • 2603.23483 • Published Mar 24 • 62
WorldAgents: Can Foundation Image Models be Agents for 3D World Models?

Paper • 2603.19708 • Published Mar 20 • 13

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 46
facebook/natural_reasoning

Viewer • Updated Feb 21, 2025 • 1.15M • 1.45k • 562
nvidia/OpenMathReasoning

Viewer • Updated May 27, 2025 • 5.68M • 15.6k • 454
Search Arena: Analyzing Search-Augmented LLMs

Paper • 2506.05334 • Published Jun 5, 2025 • 19

Qwen2.5-Omni Technical Report

Paper • 2503.20215 • Published Mar 26, 2025 • 172
Unsupervised Post-Training for Multi-Modal LLM Reasoning via GRPO

Paper • 2505.22453 • Published May 28, 2025 • 46
UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning

Paper • 2505.23380 • Published May 29, 2025 • 22
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

Paper • 2505.21523 • Published May 23, 2025 • 13

LLM Agent Operating System

Paper • 2403.16971 • Published Mar 25, 2024 • 73
Real-Time Reasoning Agents in Evolving Environments

Paper • 2511.04898 • Published Nov 7, 2025 • 13
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications

Paper • 2508.16279 • Published Aug 22, 2025 • 61
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

Paper • 2604.03016 • Published 27 days ago • 37

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