MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents Paper • 2601.12346 • Published 7 days ago • 46
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent Paper • 2601.07779 • Published 13 days ago • 27
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published 16 days ago • 49
PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling Paper • 2512.04784 • Published Dec 2, 2025 • 25
InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation Paper • 2510.09724 • Published Oct 10, 2025 • 10
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28, 2025 • 72
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Paper • 2510.23538 • Published Oct 27, 2025 • 97
QueST: Incentivizing LLMs to Generate Difficult Problems Paper • 2510.17715 • Published Oct 20, 2025 • 35
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models Paper • 2510.11341 • Published Oct 13, 2025 • 35
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning Paper • 2510.11027 • Published Oct 13, 2025 • 23
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Paper • 2510.08189 • Published Oct 9, 2025 • 27
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints Paper • 2510.08565 • Published Oct 9, 2025 • 20
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18, 2025 • 111
InternVL3.5-Core Collection This collection includes only the InternVL3.5 checkpoints that have completed the full training pipeline (i.e., Pretraining, SFT, MPO, Cascade RL). • 30 items • Updated Sep 28, 2025 • 12