| # OmniPro Subset (Review Sample) |
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| This is a **lightweight subset** of [OmniPro](https://huggingface.co/datasets/omniproact-bench/OmniPro) for convenient reviewer inspection. |
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| ## Contents |
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| - **270 samples** (30 per sub-task × 9 sub-tasks), randomly sampled from the full 2,700-sample benchmark |
| - **245 source videos** corresponding to the sampled annotations |
| - `benchmark_subset.json`: all 270 evaluation samples with full annotations |
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| ## Task Types |
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| | Task | Abbr. | Samples | |
| | --------------------------- | ------------- | ------- | |
| | Instant Event Alert | Event-Alert | 30 | |
| | Semantic Condition Alert | Cond.-Alert | 30 | |
| | Explicit Target Grounding | Target-Ground | 30 | |
| | Snapshot Counting | Snap.-Count | 30 | |
| | Cumulative Counting | Cum.-Count | 30 | |
| | Dedup Counting | Dedup.-Count | 30 | |
| | Realtime State Monitor | State-Monitor | 30 | |
| | Event Narration | Event-Narr. | 30 | |
| | Sequential Step Instruction | Step-Inst. | 30 | |
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| ## Sampling Method |
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| Random sampling with seed=42, stratified by task type (30 samples per task), preserving the original distribution of audio dependencies and trigger types. |
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| ## Relationship to Full Dataset |
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| This subset is intended solely for quick quality inspection. The complete benchmark (2,700 samples, 1,262 videos, 32.6 GB) is available at: |
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| 👉 [omniproact-bench/OmniPro](https://huggingface.co/datasets/omniproact-bench/OmniPro) |
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| Evaluation code is available at: **[🔗 OmniPro Evaluation Code](https://anonymous.4open.science/r/OmniPro-5031)** |
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| ## File Structure |
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| ``` |
| . |
| ├── README.md |
| ├── benchmark_subset.json # 270 evaluation samples |
| └── raw_videos/ # 245 source video files |
| ├── {video_id_1}.mp4 |
| ├── {video_id_2}.mp4 |
| └── ... |
| ``` |
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| ## License |
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| CC BY-NC 4.0 |
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