Enhance dataset card with task categories, tags, intro, and sample usage (#2)

- Enhance dataset card with task categories, tags, intro, and sample usage (2f35fd24638695f74c0e286672e4391686252d2d)


Co-authored-by: Niels Rogge <[email protected]>

README.md

@@ -1,9 +1,18 @@
 ---
 license: cc-by-nc-4.0
+task_categories:
+- image-to-3d
+- text-to-3d
+tags:
+- 3d
+- scene-generation
+- indoor-scenes
 ---
 
 # SpatialGen Testset
 
+This repository contains the test set for [SPATIALGEN: Layout-guided 3D Indoor Scene Generation](https://arxiv.org/abs/2509.14981), a novel multi-view multi-modal diffusion model for generating realistic and semantically consistent 3D indoor scenes.
+
 [Project page](https://manycore-research.github.io/SpatialGen) | [Paper](https://arxiv.org/abs/2509.14981) | [Code](https://github.com/manycore-research/SpatialGen)
 
 We provide a test set of 48 preprocessed point clouds and their corresponding GT layouts, multi-view images are cropped from the high-resolution panoramic images.
@@ -26,7 +35,9 @@ SpatialGen-Testset
 └── test_split_caption.jsonl  # textural captions for each scene
 ```
 
-## Visualization
+## Sample Usage
+
+### Visualization
 
 We provide a [code](https://github.com/manycore-research/SpatialGen/blob/main/visualize_layout.py) to visualize the layout data.
 
@@ -40,3 +51,21 @@ for scene_data_dir in scene_data_dirs:
     # save layout_bbox.ply and camera poses in vis_output_dir
     visualize_spatialgen_data(scene_data_dir, vis_output_dir)
 ```
+
+### Inference
+
+This dataset is used for evaluating the SpatialGen models for 3D indoor scene generation. The following commands from the [code repository](https://github.com/manycore-research/SpatialGen) demonstrate how to run inference for different tasks (after following the installation instructions in the repository).
+
+**Single image-to-3D Scene Generation**
+
+```bash
+bash scripts/infer_spatialgen_i2s.sh
+```
+
+**Text-to-image-to-3D Scene Generation**
+
+You can choose a pair of `scene_id` and `prompt` from `captions/spatialgen_testset_captions.jsonl` to run the text-to-scene experiment.
+
+```bash
+bash scripts/infer_spatialgen_t2s.sh
+```