MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity Paper • 2407.15838 • Published Jul 22, 2024 • 3
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Paper • 2411.10442 • Published Nov 15, 2024 • 86
MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding Paper • 2410.11829 • Published Oct 15, 2024 • 2
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Paper • 2503.10291 • Published Mar 13 • 36
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14 • 301
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159