AI RESEARCH

AceVFI: A Comprehensive Survey of Advances in Video Frame Interpolation

arXiv CS.CV

ArXi:2506.01061v2 Announce Type: replace Video Frame Interpolation (VFI) is a core low-level vision task that synthesizes intermediate frames between existing ones while ensuring spatial and temporal coherence. Over the past decades, VFI methodologies have evolved from classical motion compensation-based approach to a wide spectrum of deep learning-based approaches, including kernel-, flow-, hybrid-, phase-, GAN-, Transformer-, Mamba-, and most recently, diffusion-based models. We