Document mandatory and optional dataset files
Browse files- README.md +39 -10
- evaluation/README.md +32 -0
- evaluation/index.json +2 -2
- evaluation/metadata.tar +1 -1
README.md
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@@ -15,6 +15,31 @@ This release supports SS, generative SLAT segmentation, and 32³ SLAT shape trai
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The default transfer is **166.32 GB**, including both training datasets and object shape targets.
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Default downloads exclude optional and deprecated folders.
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## Restore tools
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Use the project checkout at Git revision `aac7b493e1e5e10512857a2582233c99fedda9c5`.
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The export omits combined scene latents because the current shape objective uses object targets.
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Model weights and image-feature caches remain separate dependencies.
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## Optional
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| --- | --- | ---: |
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| `evaluation/ycbv` | YCB-V mesh evaluation | 1.670 |
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| `geometry/3dfront` | Mesh scoring and new target encoding | 6.252 |
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| `geometry/sage` | Mesh scoring and new target encoding | 303.693 |
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| `held_out/3dfront` | Remaining test observations | 22.440 |
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| `held_out/foundationpose` | Remaining test observations | 6.825 |
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| `held_out/sage` | Remaining test observations | 8.183 |
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| `occlusion/3dfront` | GT relations for SS object attention | 0.240 |
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| `occlusion/sage` | GT relations for SS object attention | 0.103 |
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Restore observations before geometry, occlusion, or test overlays.
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YCB-V evaluation includes its own observations and geometry.
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The default transfer is **166.32 GB**, including both training datasets and object shape targets.
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Default downloads exclude optional and deprecated folders.
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<!-- partprobe3d-required-files:start -->
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## Mandatory files
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These paths refer to the Hugging Face repository root.
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Files are mandatory for the task specified in each row.
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The default command restores training files.
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The benchmark also requires the separate download with `--dataset evaluation`.
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| File or directory | Required task | Contents |
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| --- | --- | --- |
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| `training/index.json` | Training restoration | Component paths, sizes, monitoring counts, and source identities |
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| `training/observations/<dataset>/` | Training on the selected dataset | Archive index, sample NPZ files, calibration, object mappings, and scene voxel targets |
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| `training/ss/<dataset>/` | Direct SS training after target publication | Archive index, native SS latents, and codec provenance |
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| `training/shape/32/<dataset>/` | SLAT shape training where targets are available | Archive index and object shape targets with explicit exclusions |
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| `evaluation/index.json` | Benchmark restoration | Archive list and SHA-256 checksums |
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| `evaluation/metadata.tar` | Benchmark evaluation | Portable manifests, source selections, and dataset documentation |
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| `evaluation/picasso-*.tar` | Benchmark evaluation | All 100 PICASSO images, masks, previews, and GT meshes |
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| `evaluation/messykitchen-*.tar` | Benchmark evaluation | All 1,503 MessyKitchens images, masks, previews, and 100 shared GT meshes |
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| `evaluation/3dfront-*.tar` | Benchmark evaluation | The selected 1,000 3D-FRONT test images, masks, previews, and GT meshes |
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Restore every archive listed in the selected component's `index.json`.
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The evaluation bundle has 26 mandatory archives and requires about 23.4 GB.
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Older checkouts also require the corresponding restore patch under `code/`.
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<!-- partprobe3d-required-files:end -->
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## Restore tools
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Use the project checkout at Git revision `aac7b493e1e5e10512857a2582233c99fedda9c5`.
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The export omits combined scene latents because the current shape objective uses object targets.
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Model weights and image-feature caches remain separate dependencies.
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## Optional files
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These files support additional datasets, test views, and target generation.
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The mandatory evaluation bundle already includes its RGB images, masks, and GT meshes.
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Some SS configurations require the matching optional occlusion component.
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| File or directory | Purpose | Transfer, GB |
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| --- | --- | ---: |
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| `optional/evaluation/ycbv/` | YCB-V mesh evaluation | 1.670 |
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| `optional/geometry/3dfront/` | Mesh scoring and new target encoding | 6.252 |
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| `optional/geometry/sage/` | Mesh scoring and new target encoding | 303.693 |
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| `optional/held_out/3dfront/` | Remaining test observations | 22.440 |
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| `optional/held_out/foundationpose/` | Remaining test observations | 6.825 |
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| `optional/held_out/sage/` | Remaining test observations | 8.183 |
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| `optional/occlusion/3dfront/` | GT relations for SS object attention | 0.240 |
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| `optional/occlusion/sage/` | GT relations for SS object attention | 0.103 |
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Restore observations before geometry, occlusion, or test overlays.
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YCB-V evaluation includes its own observations and geometry.
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evaluation/README.md
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@@ -17,6 +17,38 @@ The selected views cover 635 rooms and retain their test assignments.
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Each MessyKitchens scene has one GT export, shared across its views through relative manifest paths.
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All archive members contain regular files.
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## Restore
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Use the PartProbe3D checkout at Git revision `290027fe9f281a21db978a48da21bb9be90e5517`.
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Each MessyKitchens scene has one GT export, shared across its views through relative manifest paths.
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All archive members contain regular files.
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## Mandatory files
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These paths refer to the Hugging Face repository root.
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The complete benchmark requires `evaluation/index.json` and all 26 archives listed below.
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| File or files | Count | Contents |
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| --- | ---: | --- |
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| `evaluation/index.json` | 1 | Archive inventory and SHA-256 checksums |
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| `evaluation/metadata.tar` | 1 | Portable manifests, original selections, and dataset documentation |
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| `evaluation/picasso-00000.tar` | 1 | All 100 PICASSO images, masks, previews, and GT meshes |
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| `evaluation/messykitchen-00001.tar` through `messykitchen-00022.tar` | 22 | All 1,503 MessyKitchens images, masks, previews, and 100 shared GT meshes |
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| `evaluation/3dfront-00023.tar` and `3dfront-00024.tar` | 2 | The selected 1,000 3D-FRONT test images, masks, previews, and GT meshes |
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The downloader restores every archive and checks its checksum.
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Each view requires its RGB image, instance mask, and referenced GT mesh.
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Older project checkouts also require `code/evaluation.patch` before restoration.
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## Optional files
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These separate Hub components are optional for this benchmark:
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| File or directory | Purpose |
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| --- | --- |
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| `optional/held_out/<dataset>/` | Remaining test observations beyond the training monitors |
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| `optional/geometry/<dataset>/` | Source geometry for new targets or other evaluation sets |
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| `optional/occlusion/<dataset>/` | GT relations for applicable SS configurations |
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| `optional/evaluation/ycbv/` | Additional YCB-V evaluation data |
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The mandatory bundle already includes the GT meshes for all 2,603 images.
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Its restoration needs no optional component or original source dataset.
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Training files under `training/` serve model training separately.
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## Restore
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Use the PartProbe3D checkout at Git revision `290027fe9f281a21db978a48da21bb9be90e5517`.
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evaluation/index.json
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{
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"file": "metadata.tar",
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"bytes": 13086720,
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"sha256": "
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"identity": "
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"files": 9,
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"views": 0
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},
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{
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"file": "metadata.tar",
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"bytes": 13086720,
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"sha256": "d771d642708809843cf7cfca7ceb342e1b687deccbd135ee30e9b74402f0883f",
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"identity": "4dac3374b520102aff127fc5e4cd6ab41da2ed03539523a05c98eb9e3374854d",
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"files": 9,
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"views": 0
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},
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evaluation/metadata.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 13086720
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version https://git-lfs.github.com/spec/v1
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oid sha256:d771d642708809843cf7cfca7ceb342e1b687deccbd135ee30e9b74402f0883f
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size 13086720
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