SCOPD aims to bridge the gap between visual information and its use in reasoning

The researchers introducing SCOPD say aggressive token pruning reduces success on a single attempt, but allowing multiple attempts recovers many failed cases. They argue that visual information remains available but is not used during reasoning, and propose SCOPD to bridge that gap.