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0dc9398 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | # CelloCut Benchmark Evaluation
This directory contains cleaned evaluation scripts for geometric and visual metrics.
## Geometric metrics
```bash
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
```bash
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.
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