Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 50
Can Sound Replace Vision in LLaVA With Token Substitution? Paper • 2506.10416 • Published Jun 12, 2025 • 1
Video Understanding with Large Language Models: A Survey Paper • 2312.17432 • Published Dec 29, 2023 • 3
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity Paper • 2503.11557 • Published Mar 14, 2025 • 22
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Paper • 2504.05541 • Published Apr 7, 2025 • 15
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness Paper • 2505.20426 • Published May 26, 2025 • 7