| --- |
| pretty_name: SuperMemory-VQA |
| task_categories: |
| - visual-question-answering |
| tags: |
| - egocentric-video |
| - imu |
| - streaming-vqa |
| - benchmark-manifest |
| --- |
| |
| # SuperMemory-VQA |
|
|
| Viewer-ready benchmark manifest for `kfkas/supermemory-vqa-imu-benchmark`. It contains benchmark |
| annotations and logical local asset hints, not redistributed source media. |
|
|
| ## Status |
|
|
| - Base dataset: `SuperMemory-VQA Aria stream` |
| - Rows: `4,853` |
| - Rows with local RGB+IMU: `4,818` |
| - Answer-key status: `public=4853` |
| - Existing repository refreshed with the common schema. |
|
|
| ## Example video |
|
|
| A short, recompressed benchmark-corresponding clip is included for a quick |
| visual check. It is not the complete source recording. |
|
|
| <video controls width="640" preload="metadata"><source src="https://huggingface.co/datasets/kfkas/supermemory-vqa-imu-benchmark/resolve/main/examples/sample.mp4" type="video/mp4"></video> |
|
|
| [Open the example video](https://huggingface.co/datasets/kfkas/supermemory-vqa-imu-benchmark/resolve/main/examples/sample.mp4) |
|
|
| ## Common schema |
|
|
| All rows use the same columns: `benchmark`, `base_dataset`, `question_id`, |
| `category`, `question`, `choices`, `answer_index`, `answer_text`, `source_ids`, |
| `query_time`, `evidence_time`, `clip_start_s`, `clip_end_s`, `stream_count`, |
| `video_asset_hint`, `imu_asset_hint`, `local_video_available`, |
| `local_imu_available`, `usable_for_imu_benchmark`, `coverage_status`, |
| `answer_key_status`, `metadata_json`, and `streams`. |
|
|
| `streams` uses a consistent nested shape for source ID, modality, sensor role, |
| time bounds, asset hints, local availability, and join kind. Dataset-specific |
| fields are encoded in `metadata_json` so the viewer schema remains stable. |
|
|
| ## Load |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("kfkas/supermemory-vqa-imu-benchmark", split="benchmark") |
| usable = dataset.filter(lambda row: row["usable_for_imu_benchmark"]) |
| ``` |
|
|
| No full raw MP4, VRS, ZIP, CSV, or NPZ files are included. Only the short |
| example clip is provided. Download complete source media from the upstream |
| terms and use the relative hints under `sensor_vqa/raw/`. |
|
|
| ## Sources |
|
|
| - https://huggingface.co/datasets/OSU-AIoT-MLSys-Lab/SuperMemory-VQA |
|
|
