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Document geometry-only inference and reusable evaluation artifacts

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README.md CHANGED
@@ -179,6 +179,8 @@ The prepared data does not replace access agreements for original source assets.
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  The required [evaluation dataset](evaluation/README.md) contains 2,603 images with visible masks and GT object meshes.
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  It includes all 100 PICASSO images, all 1,503 MessyKitchens images, and 1,000 random 3D-FRONT test views.
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  The PartProbe3D benchmark requires this dataset.
 
 
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  The transfer is 23.40 GB.
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  MessyKitchens shares 100 GT scene meshes across its views.
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  Default training downloads exclude this bundle.
 
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  The required [evaluation dataset](evaluation/README.md) contains 2,603 images with visible masks and GT object meshes.
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  It includes all 100 PICASSO images, all 1,503 MessyKitchens images, and 1,000 random 3D-FRONT test views.
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  The PartProbe3D benchmark requires this dataset.
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+ Benchmark inference and scoring require geometry meshes.
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+ Model comparisons preserve native geometry and omit independent texture generation.
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  The transfer is 23.40 GB.
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  MessyKitchens shares 100 GT scene meshes across its views.
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  Default training downloads exclude this bundle.
evaluation/README.md CHANGED
@@ -67,6 +67,17 @@ The required evaluation bundle restores to `datasets/evaluation/`.
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  Default training downloads exclude this bundle.
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  The source manifest at `code/evaluation_manifest.json` records the loader files and patch checksum.
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  ## Read samples
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  ```python
 
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  Default training downloads exclude this bundle.
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  The source manifest at `code/evaluation_manifest.json` records the loader files and patch checksum.
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+ ## Geometry-only inference
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+
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+ The benchmark compares geometry meshes.
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+ Comparison baselines disable independent appearance decoding, UV generation, and texture baking.
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+ Geometry checks must confirm unchanged surfaces, object placement, indices, units, and coordinate frames.
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+ Native geometry settings remain fixed.
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+
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+ Save raw prediction GLBs and their input and model provenance.
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+ Keep RGB, masks, GT references, shared depth, and scoring results with those predictions.
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+ These artifacts support additional geometry metrics without repeating inference.
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+
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  ## Read samples
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  ```python
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