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Datasets:
lefreud
/
GimbalDiffusion-SpatialVID-Extreme

Tasks:
Text-to-Video
Modalities:
Text
Video
Languages:
English
Size:
< 1K
ArXiv:
Tags:
video
camera-control
camera-pose
benchmark
spatialvid
License:
Dataset card Data Studio Files
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Canonical ground-truth-only benchmark release

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  1. .gitattributes +60 -0
  2. LICENSE.md +7 -0
  3. README.md +63 -0
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.avro filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mds filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
LICENSE.md ADDED
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+ # CC BY-NC-SA 4.0
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+
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+ SpatialVID-Extreme is derived from SpatialVID-HQ and is released under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license.
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+
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+ License: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
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+
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+ Please attribute SpatialVID-HQ and GimbalDiffusion, use the material only for non-commercial purposes, and distribute adaptations under the same license.
README.md ADDED
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+ ---
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+ license: cc-by-nc-sa-4.0
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+ language:
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+ - en
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+ pretty_name: GimbalDiffusion SpatialVID-Extreme
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+ size_categories:
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+ - n<1K
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+ task_categories:
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+ - text-to-video
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+ tags:
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+ - video
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+ - camera-control
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+ - camera-pose
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+ - benchmark
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+ - spatialvid
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+ ---
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+
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+ # SpatialVID-Extreme
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+
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+ The 138-sample extreme-camera-motion benchmark for **GimbalDiffusion: Gravity-Aware Camera Control for Video Generation**.
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+
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+ - [Project page](https://lvsn.github.io/GimbalDiffusion/)
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+ - [Paper](https://arxiv.org/abs/2512.09112)
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+ - [SpatialVID-HQ source dataset](https://huggingface.co/datasets/FelixYuan/SpatialVID-HQ)
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+
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+ ## Contents
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+
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+ - `spatialvid_extreme.tar`: the complete benchmark in one archive, unpacking directly into the layout below.
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+ - `test_index.json` and `test_samples/`: the canonical 138 prompts, seeds, absolute/relative camera matrices, intrinsics, and source identifiers.
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+ - `assets/ground_truth_raw/` and `assets/ground_truth_for_fid_fvd/`: reference videos used by the evaluation.
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+
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+ Generated method outputs, legacy indices, derived hover/trajectory videos, and metric files are intentionally excluded.
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+
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+ ## Download and evaluate
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+
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+ ```bash
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+ hf download lefreud/GimbalDiffusion-SpatialVID-Extreme spatialvid_extreme.tar \
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+ --repo-type dataset \
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+ --local-dir data/spatialvid_extreme
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+ tar -xf data/spatialvid_extreme/spatialvid_extreme.tar \
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+ -C data/spatialvid_extreme
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+ python -m src.scripts.evaluate_spatialvid_extreme \
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+ --data-root data/spatialvid_extreme \
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+ --method ours_ucpe \
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+ --negative-prompt ours_look_down
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+ ```
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+
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+ Complete the matching environment and checkpoint setup in the [GimbalDiffusion README](https://github.com/lvsn/GimbalDiffusion#readme) before generating outputs. Each sample JSON contains `semantic_prompt`, `seed`, `c2w_absolute`, `c2w_relative`, and `intrinsics`; evaluation selects the pose convention required by the chosen method.
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+
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+ ## Limitations and license
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+
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+ This is a deliberately difficult, small diagnostic benchmark rather than a representative sample of all prompts or camera motions. Scores should be interpreted together with the protocol in the paper and supplement.
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+
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+ The benchmark is derived from SpatialVID-HQ material distributed under CC-BY-NC-SA-4.0 and is released under the same license. See [LICENSE.md](LICENSE.md).
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+
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+ ```bibtex
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+ @inproceedings{fortierchouinard2026gimbaldiffusion,
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+ title = {GimbalDiffusion: Gravity-Aware Camera Control for Video Generation},
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+ 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},
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+ booktitle = {European Conference on Computer Vision (ECCV)},
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+ year = {2026}
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+ }
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+ ```
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