CelloCut Benchmark Evaluation
This directory contains cleaned evaluation scripts for geometric and visual metrics.
Geometric metrics
python evaluation/geometric_metric/evaluate_geometry.py \
--gt-dir CelloScan/gt \
--pred-dir path/to/predictions \
--output-dir path/to/geometric_results
The script reports Chamfer-L2, Hausdorff distance, normal consistency, absolute normal
consistency, and F1 scores. Ground-truth files may be .ply or .obj; predictions are
matched by filename stem.
Visual metrics
python evaluation/visual_metric/evaluate_visual.py \
--gt-dir CelloFill/gt \
--pred-dir path/to/predictions \
--output-dir path/to/visual_results \
--blender blender
The visual script renders each pair with Blender and reports LPIPS, CLIP image similarity,
and FID. Use --skip-clip or --skip-fid when those optional dependencies are unavailable.