NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints Paper • 2510.08565 • Published 26 days ago • 19
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25 • 202
MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents Paper • 2507.19478 • Published Jul 25 • 30
Visual Embodied Brain: Let Multimodal Large Language Models See, Think, and Control in Spaces Paper • 2506.00123 • Published May 30 • 35
ZeroGUI: Automating Online GUI Learning at Zero Human Cost Paper • 2505.23762 • Published May 29 • 45
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 300
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Paper • 2504.02826 • Published Apr 3 • 68
Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy Paper • 2503.19757 • Published Mar 25 • 51
SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding Paper • 2412.09604 • Published Dec 12, 2024 • 38
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Paper • 2411.10442 • Published Nov 15, 2024 • 86
Seeing and Understanding: Bridging Vision with Chemical Knowledge Via ChemVLM Paper • 2408.07246 • Published Aug 14, 2024 • 22
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text Paper • 2406.08418 • Published Jun 12, 2024 • 31
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Paper • 2404.16821 • Published Apr 25, 2024 • 57