File size: 2,852 Bytes
40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f 40bc3f3 4507f8f | 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 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 | ---
pretty_name: 3DRAG-Bench
license: mit
tags:
- 3d
- glb
- mesh
- editable-3d
- 3drag
- 3d-editing
size_categories:
- n<1K
configs:
- config_name: default
default: true
data_files:
- split: train
path: metadata.csv
---
# 3DRAG-Bench
This dataset contains 93 curated 3D object assets for 3DRAG 3D editing experiments.
Each object is stored as a GLB mesh together with a cleaned editing specification.
## Dataset Structure
```text
.
+-- README.md
+-- LICENSE
+-- .gitattributes
+-- metadata.csv
+-- name_mapping.csv
`-- assets/
`-- <asset_name>/
+-- model.glb
`-- dataset_input_clean.json
```
## Files
- `assets/<asset_name>/model.glb`: GLB asset file.
- `assets/<asset_name>/dataset_input_clean.json`: editing specification with handle points, target points, and confirmed editable regions.
- `metadata.csv`: tabular index for the dataset viewer and programmatic loading.
- `name_mapping.csv`: mapping from original object names to normalized asset names.
## Dataset Summary
- Number of assets: 93
- Number of GLB files: 93
- Number of JSON metadata files: 93
- Total GLB size: 138,149,824 bytes
- Total asset directory size at preparation time: 138,216,607 bytes
- Largest GLB: 8,080,936 bytes
- Smallest GLB: 598,460 bytes
## Metadata Fields
`metadata.csv` contains one row per asset:
- `asset_name`: normalized object directory name using lowercase snake_case.
- `original_asset_name`: original object name before normalization.
- `model_path`: relative path to the GLB file.
- `metadata_path`: relative path to the cleaned editing JSON file.
- `glb_bytes`: GLB file size in bytes.
- `glb_sha256`: SHA-256 checksum for integrity checks.
- `source`: source subset recorded during collection.
- `n_components`: number of editable components.
- `chosen_type`: selected editable-region representation.
- `validation_iou`: validation IoU recorded by the collection pipeline.
- `n_handle`: number of handle points.
- `n_spheres`: number of confirmed sphere regions.
- `n_cubes_center`: number of confirmed center-format cube regions.
- `n_cubes_corner`: number of confirmed corner-format cube regions.
## Naming
Asset directories are normalized to lowercase snake_case. The original object names are preserved in `original_asset_name` in `metadata.csv` and in `name_mapping.csv`.
## Loading
```python
from datasets import load_dataset
dataset = load_dataset("AeTherRaIn/3DRAG-Bench")
print(dataset["train"][0])
```
To read a GLB file after downloading the repository:
```python
from pathlib import Path
row = dataset["train"][0]
model_path = Path(row["model_path"])
metadata_path = Path(row["metadata_path"])
```
## License
This dataset is released under the MIT License. See `LICENSE` for details.
## Citation
If you use this dataset, please cite the associated 3DRAG project or paper if applicable.
|