SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs

Niccolo Avogaro, Nayanika Debnath, Li Mi +6

Despite recent successes, test-time scaling -- i.e., dynamically expanding the token budget during inference as needed -- remains brittle for vision-language models (VLMs). Unstruc…