Document reviewed MessyKitchens evaluation masks and current download sizes

README.md

@@ -36,7 +36,7 @@ The benchmark also requires the separate download with `--dataset evaluation`.
 | `evaluation/3dfront-*.tar` | Benchmark evaluation | The selected 1,000 3D-FRONT test images, masks, previews, and GT meshes |
 
 Restore every archive listed in the selected component's `index.json`.
-The evaluation bundle has 26 mandatory archives and requires about 23.4 GB.
+The evaluation bundle has 33 mandatory archives and requires 29.313 GB.
 Older checkouts also require the corresponding restore patch under `code/`.
 <!-- partprobe3d-required-files:end -->
 
@@ -231,14 +231,18 @@ It includes all 100 PICASSO images, all 1,503 MessyKitchens images, and 1,000 ra
 The PartProbe3D benchmark requires this dataset.
 Benchmark inference and scoring require geometry meshes.
 Model comparisons preserve native geometry and omit independent texture generation.
-The transfer is 23.40 GB.
+The transfer is 29.313 GB.
 MessyKitchens shares 100 GT scene meshes across its views.
+MessyKitchens uses reviewed GT-assisted SAM3 masks for all 1,503 views.
+The bundle retains exact independent masks, registration records, and all 13 audit flags.
+Native SAM3 quality resolves overlap for evaluation labels, with smaller object IDs breaking ties.
+See the [mask release](https://github.com/cube-c/PartProbe3D/blob/main/reports/messykitchen_registered_release_20261024.md) for the pinned revision and migration paths.
 Default training downloads exclude this bundle.
 
-Apply the loader patch described in the bundle documentation before evaluating its samples.
+Use the current project checkout for the task commands.
 
 ```bash
-python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset evaluation
+python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --task eval
 ```
 <!-- partprobe3d-frozen-evaluation:end -->
 

evaluation/README.md

@@ -160,7 +160,7 @@ Create a separate selection before evaluating this mask release.
 Restoration refuses to replace files with different checksums.
 Before upgrading an existing installation, preserve its MessyKitchens directory and cohort index under `datasets/_deprecated/messykitchen/`.
 Then restore the requested datasets with the current task command.
-The [release report](../../reports/messykitchen_registered_release_20261024.md) records the published revision and migration paths.
+The [release report](https://github.com/cube-c/PartProbe3D/blob/main/reports/messykitchen_registered_release_20261024.md) records the published revision and migration paths.
 
 ## Sources and terms