InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking Paper • 2604.02971 • Published Apr 3 • 8
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction Paper • 2604.27221 • Published 19 days ago • 38
ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding Paper • 2603.27064 • Published Mar 28 • 28
Justified or Just Convincing? Error Verifiability as a Dimension of LLM Quality Paper • 2604.04418 • Published Apr 6 • 1
Ref-NeuS: Ambiguity-Reduced Neural Implicit Surface Learning for Multi-View Reconstruction with Reflection Paper • 2303.10840 • Published Mar 20, 2023 • 1
GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs Paper • 2412.11258 • Published Dec 15, 2024 • 13
AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond Paper • 2509.26636 • Published Sep 30, 2025 • 1
See-Control: A Multimodal Agent Framework for Smartphone Interaction with a Robotic Arm Paper • 2512.08629 • Published Dec 9, 2025 • 1
LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding Paper • 2405.17104 • Published May 27, 2024
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published Feb 26 • 23
O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL Paper • 2601.03743 • Published Jan 7 • 3
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published Jan 9 • 60
SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature Paper • 2601.10108 • Published Jan 15 • 7
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Paper • 2602.09514 • Published Feb 10 • 11
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 52
OAgents: An Empirical Study of Building Effective Agents Paper • 2506.15741 • Published Jun 17, 2025 • 35
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video? Paper • 2509.24709 • Published Sep 29, 2025 • 7
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 26
Towards Personalized Deep Research: Benchmarks and Evaluations Paper • 2509.25106 • Published Sep 29, 2025 • 30