| --- |
| license: other |
| license_name: mixed-research-artifact-licenses |
| license_link: https://huggingface.co/datasets/lefreud/GimbalDiffusion-Prompt-Entanglement/blob/main/LICENSE.md |
| language: |
| - en |
| pretty_name: GimbalDiffusion Prompt Entanglement Benchmark |
| size_categories: |
| - n<1K |
| task_categories: |
| - text-to-video |
| tags: |
| - video |
| - image |
| - camera-control |
| - gravity |
| - benchmark |
| --- |
| |
| # GimbalDiffusion Prompt Entanglement Benchmark |
|
|
| The 380-sample benchmark used to measure pitch/content entanglement in **GimbalDiffusion: Gravity-Aware Camera Control for Video Generation**. |
|
|
| - [Project page](https://lvsn.github.io/GimbalDiffusion/) |
| - [Paper](https://arxiv.org/abs/2512.09112) |
| - [Poly Haven](https://polyhaven.com/) |
|
|
| ## Contents |
|
|
| - `prompt_entanglement.tar`: the complete benchmark in one archive, unpacking directly into the layout below. |
| - `test_index.json` and `test_samples/`: 380 prompts, seeds, camera matrices, intrinsics, requested pitch angles, and Poly Haven panorama identifiers. |
| - `assets/ground_truth_null_pitch/` and `assets/ground_truth_pitched/`: the two canonical ground-truth image sets. |
|
|
| Generated method outputs, duplicate ground-truth directories, derived hover/trajectory videos, plots, metrics, and paper-build files are intentionally excluded. |
|
|
| ## Download and evaluate |
|
|
| ```bash |
| hf download lefreud/GimbalDiffusion-Prompt-Entanglement prompt_entanglement.tar \ |
| --repo-type dataset \ |
| --local-dir data/prompt_entanglement |
| tar -xf data/prompt_entanglement/prompt_entanglement.tar \ |
| -C data/prompt_entanglement |
| python -m src.scripts.evaluate_text_entanglement \ |
| --data-root data/prompt_entanglement \ |
| --method ours_ucpe \ |
| --negative-prompt ours_look_down |
| ``` |
|
|
| Complete the matching environment and checkpoint setup in the [GimbalDiffusion README](https://github.com/lvsn/GimbalDiffusion#readme) before generating outputs. |
|
|
| ## License |
|
|
| Poly Haven source assets are CC0. Project-authored benchmark metadata remains a research artifact; see [LICENSE.md](LICENSE.md). |
|
|
| ```bibtex |
| @inproceedings{fortierchouinard2026gimbaldiffusion, |
| title = {GimbalDiffusion: Gravity-Aware Camera Control for Video Generation}, |
| author = {Fortier-Chouinard, Fr{\'e}d{\'e}ric and Hold-Geoffroy, Yannick and Deschaintre, Valentin and Gadelha, Matheus and Lalonde, Jean-Fran{\c{c}}ois}, |
| booktitle = {European Conference on Computer Vision (ECCV)}, |
| year = {2026} |
| } |
| ``` |
|
|
