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MLL-Lab created MindTopo, a benchmark dataset containing 8,910 procedurally generated examples across 13 environments and 5 categories. It probes whether foundation models reason about topological concepts like connectivity and knottedness rather than superficial visual cues. The dataset was last updated on May 7, 2026.
Rendered images for perception environments are distributed separately due to size; users must obtain them from the project page.