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How to verify the accuracy of structured models generated by SpatialLM?

2025-08-28 257
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The project provides a complete visual verification solution, mainly through the rerun tool:

  1. data cross-reference: The original point cloud is displayed overlaid with the predicted results, allowing you to visually check whether the wall positioning matches the real point cloud distribution.
  2. geometric measurement: In the .rrd visualization file, it supports interactive measurement of dimensional data such as the width of the door frame, and comparison with the actual dimensions on site.
  3. semantic calibration: Byvisualize.pyThe colorful labeled boxes on the output quickly confirm that objects such as "refrigerators" are correctly classified and located.

Professional users can also parse the output .txt file, which contains a parameterized description of each element (e.g.WALL: plane_eq=[0,1,0,-3.2](denoting the wall equation for Y = 3.2), which facilitates programmatic verification.

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