Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published 21 days ago • 49
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis Paper • 2405.21075 • Published May 31, 2024 • 20
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models Paper • 2411.17451 • Published Nov 26, 2024 • 10
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Paper • 2409.12568 • Published Sep 19, 2024 • 48
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models Paper • 2410.07985 • Published Oct 10, 2024 • 28
Self-Boosting Large Language Models with Synthetic Preference Data Paper • 2410.06961 • Published Oct 9, 2024 • 15
InternVL2.0 Collection Expanding Performance Boundaries of Open-Source MLLM • 15 items • Updated 9 days ago • 88
Understanding Alignment in Multimodal LLMs: A Comprehensive Study Paper • 2407.02477 • Published Jul 2, 2024 • 21
Silkie: Preference Distillation for Large Visual Language Models Paper • 2312.10665 • Published Dec 17, 2023 • 11