HF Daily Papers
· Papers
See2Think: Do Multimodal Models Really Use Intermediate Visual States?
Multimodal large language models increasingly use sketches, annotations, tools, and intermediate images during reasoning, but it remains unclear whether they truly rely on these visual states. Existing benchmarks are limited both by task collections with narrow coverage or partially text-solvable sa