The VideoChat-R1.5 model has been released on Huggingface, showcasing improved capabilities in spatio-temporal perception and reasoning through multi-task joint reinforcement learning. It has been accepted at NIPS2025 and builds on previous versions, enhancing video reasoning across various applications. The model utilizes hierarchical human attention during inference for better localization of regions of interest in videos.