| --- |
| language: |
| - en |
| license: apache-2.0 |
| task_categories: |
| - visual-question-answering |
| - video-classification |
| tags: |
| - video |
| - reasoning |
| - benchmark |
| - i2v |
| pretty_name: VBVR-Bench |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: in_domain |
| path: data/in_domain-* |
| - split: out_of_domain |
| path: data/out_of_domain-* |
| --- |
| |
| # VBVR-Bench |
|
|
| Re-hosted copy of [Video-Reason/VBVR-Bench-Data](https://huggingface.co/datasets/Video-Reason/VBVR-Bench-Data), |
| converted to standard HuggingFace parquet format. |
|
|
| ## Splits |
| - **`in_domain`**: 50 tasks x 5 samples = 250 entries (tasks overlap with the VBVR training set). |
| - **`out_of_domain`**: 50 tasks x 5 samples = 250 entries (held-out reasoning tasks). |
| |
| ## Schema |
| |
| | field | type | notes | |
| |---|---|---| |
| | `task_name` | string | e.g. `G-13_grid_number_sequence_data-generator` | |
| | `video_idx` | string | zero-padded sample id (`00000`..`00004`) | |
| | `domain` | string | duplicates split name; convenient for filtering | |
| | `prompt` | string | task description fed to the I2V model | |
| | `first_frame` | Image (PNG) | I2V condition frame | |
| | `final_frame` | Image (PNG) | expected final frame | |
| | `ground_truth_video` | binary (MP4) | reference video — decode with decord / PyAV | |
| |
| ## Quick load |
| |
| ```python |
| from datasets import load_dataset |
| |
| ds = load_dataset("pufanyi/VBVR-Bench", split="in_domain") |
| sample = ds[0] |
| sample["first_frame"] # PIL.Image |
| sample["prompt"] # str |
| sample["ground_truth_video"] # raw MP4 bytes |
| |
| # Decode the video with decord |
| import decord, io |
| vr = decord.VideoReader(io.BytesIO(sample["ground_truth_video"])) |
| ``` |
| |
| ## Links |
| - Upstream dataset: [Video-Reason/VBVR-Bench-Data](https://huggingface.co/datasets/Video-Reason/VBVR-Bench-Data) |
| - Evaluation kit: [Video-Reason/VBVR-EvalKit](https://github.com/Video-Reason/VBVR-EvalKit) |
| - Project page: [video-reason.com](https://video-reason.com/) |
| |
