Researchers introduced MindTopo, a benchmark evaluating topological reasoning and interactive planning across multimodal models.

Key Details

• Organizes tasks across five topological categories: continuity, separation, order, enclosure, and knots.
• Evaluates models at two cognitive levels: static scene reasoning and interactive simulation planning.
• Identifies a significant performance gap where multimodal models perform better at static perception than interactive planning.

In This Story