VGI-Bench | Data

This repository holds the data of VGI-Bench, in two subtrees:

• bench_data/ -- the benchmark itself: 27 tasks, each at 3 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 models) with a text prompt. 16 of the tasks additionally ship an image-generation prompt, the rest being video-only, and every task comes with the rubric and completeness specs used for the VLM-as-judge evaluation.
• eval_res/ -- the raw generations every evaluated model produced on those instances, plus the 640px previews the project page streams.

bench_data/<task>/
  input_image/lv{1,2,3}/<task>_lv<N>_<id>.png   input image = first frame
  prompt/video_gen_prompt/                       prompt for video-gen models
  prompt/image_gen_prompt/                       prompt for image-gen models / UMM (optional)
  judge_spec/_judge_rubric_<task>.json           VLM-as-judge checklist
  judge_spec/_completeness_judge.txt             completeness scale (0 / 1 / 2)

eval_res/
  video_model_res/<model>/<task>/<task>_<lv>_<id>.mp4
  image_model_res/<model>/<task>/<task>_<lv>_<id>.png
  _preview/...                                   640px previews