Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences

Martina Ianaro, Guilherme Fernandes, Maurizio Gabbrielli +1

As generative multimedia evolves from static image synthesis to complex, interleaved visual narratives, a foundational bottleneck has emerged: the judgment crisis. While human perc…