LongVideoAgent: Multi-Agent Reasoning with Long Videos Paper • 2512.20618 • Published 9 days ago • 52
Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding Paper • 2512.17532 • Published 13 days ago • 64
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning Paper • 2510.11027 • Published Oct 13, 2025 • 21
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints Paper • 2510.08565 • Published Oct 9, 2025 • 19
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25, 2025 • 211
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data Paper • 2509.15221 • Published Sep 18, 2025 • 111
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces Paper • 2506.00123 • Published May 30, 2025 • 35
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Paper • 2505.23762 • Published May 29, 2025 • 45
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Paper • 2504.15279 • Published Apr 21, 2025 • 78
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14, 2025 • 306
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
ControlLLM: Augment Language Models with Tools by Searching on Graphs Paper • 2310.17796 • Published Oct 26, 2023 • 18