LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Paper • 2503.07536 • Published Mar 10 • 85
WritingBench: A Comprehensive Benchmark for Generative Writing Paper • 2503.05244 • Published Mar 7 • 18
Mobile-Agent-V: Learning Mobile Device Operation Through Video-Guided Multi-Agent Collaboration Paper • 2502.17110 • Published Feb 24 • 13
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC Paper • 2502.14282 • Published Feb 20 • 20
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks Paper • 2501.11733 • Published Jan 20 • 29
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published Jan 1 • 108
OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning Paper • 2412.16849 • Published Dec 22, 2024 • 9
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation Paper • 2412.13649 • Published Dec 18, 2024 • 20
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization Paper • 2411.11909 • Published Nov 17, 2024 • 23
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding Paper • 2409.03420 • Published Sep 5, 2024 • 27
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models Paper • 2408.04840 • Published Aug 9, 2024 • 35
MIBench: Evaluating Multimodal Large Language Models over Multiple Images Paper • 2407.15272 • Published Jul 21, 2024 • 10
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration Paper • 2406.01014 • Published Jun 3, 2024 • 35
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning Paper • 2404.16635 • Published Apr 25, 2024 • 2
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding Paper • 2403.12895 • Published Mar 19, 2024 • 33
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Paper • 2401.16158 • Published Jan 29, 2024 • 20
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Paper • 2311.04257 • Published Nov 7, 2023 • 22