$M^3-Verse$: A "Spot the Difference" Challenge for Large Multimodal Models 事件

$M^3-Verse$: A "Spot the Difference" Challenge for Large Multimodal Models arXiv:2512.18735v2 Announce Type: replace Abstract: Modern Large Multimodal Models (LMMs) have demonstrated extraordinary ability in static image and single-state spatial-temporal understanding. However, their capacity to comprehend the dynamic changes of objects within a shared spatial context between two distinct video observations, remains largely unexplored. This ability to reason about transformations within a consi