| --- |
| task_categories: |
| - text-to-video |
| --- |
| |
| # VGI-Bench | Data
|
|
|
| [](https://arxiv.org/abs/2608.19583) [](https://hexuan21.github.io/VGI-Bench/) [](https://github.com/hexuan21/VGI-Bench)
|
|
|
| This repository holds the **data** of VGI-Bench, in two subtrees:
|
|
|
| - `bench_data/` -- the benchmark itself: 27 tasks, each at 3
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| difficulty levels (`lv1`/`lv2`/`lv3`) with 10 instances for each level, where
|
| an instance pairs an input image (16:9 -- also the first frame for video
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| models) with a text prompt. 16 of the tasks additionally ship an
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| image-generation prompt, the rest being video-only, and every task comes with
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| the rubric and completeness specs used for the VLM-as-judge evaluation.
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| - `eval_res/` -- the raw generations every evaluated model produced on those
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| instances, plus the 640px previews the project page streams.
|
|
|
| ```
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| bench_data/<task>/
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| input_image/lv{1,2,3}/<task>_lv<N>_<id>.png input image = first frame
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| prompt/video_gen_prompt/ prompt for video-gen models
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| prompt/image_gen_prompt/ prompt for image-gen models / UMM (optional)
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| judge_spec/_judge_rubric_<task>.json VLM-as-judge checklist
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| judge_spec/_completeness_judge.txt completeness scale (0 / 1 / 2)
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|
|
| eval_res/
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| video_model_res/<model>/<task>/<task>_<lv>_<id>.mp4
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| image_model_res/<model>/<task>/<task>_<lv>_<id>.png
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| _preview/... 640px previews
|
| ``` |
