Jia-Hao Zhang

STCTrack: bidirectional Mamba with dynamic attention for spatiotemporal-contextual tracking

STCTrack is proposed, a hybrid architecture that combines attention-based encoders with Mamba-enhanced decoders to address challenges and enable holistic spatiotemporal modeling and achieves performance highly competitive with existing state-of-the-art trackers on multiple datasets.