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README.md

@@ -1,3 +1,84 @@
----
-license: apache-2.0
----
+# BoxComm-Dataset
+
+BoxComm-Dataset is the official data release for BoxComm, a benchmark for category-aware boxing commentary generation and narration-rhythm evaluation.
+
+## Resources
+
+- Project Page: https://gouba2333.github.io/BoxComm
+- Paper: http://arxiv.org/abs/2604.04419
+- Code: https://github.com/gouba2333/BoxComm
+- Benchmark: https://huggingface.co/datasets/gouba2333/BoxComm
+
+## Overview
+
+This dataset release is intended for training, analysis, and reproducible preprocessing. It contains the complete processed videos together with the released annotations and benchmark metadata.
+
+Recommended structure:
+
+```text
+BoxComm-Dataset/
+├── train/
+│   ├── videos/
+│   ├── events/
+│   └── asr/
+├── eval/
+│   ├── videos/
+│   ├── events/
+│   └── asr/
+└── metadata/
+```
+
+The split convention is:
+
+- `train`: video id `< 478`
+- `eval`: video id `>= 478`
+
+Each event directory should contain:
+
+- one skeleton `.pkl` file
+- one `video_event_inference_3.json` file
+
+Each ASR JSON file should contain `classified_segments`.
+
+## What is included
+
+- processed match videos
+- event annotations
+- skeleton data
+- ASR with sentence segmentation
+- 3-way commentary labels
+- split metadata
+
+## Intended uses
+
+- supervised fine-tuning for commentary generation
+- category-aware commentary evaluation
+- narration-rhythm analysis
+- multimodal sports video understanding research
+
+## Data preparation in the code repository
+
+The official code repository provides:
+
+- `scripts/prep_qwen3vl_sft_data.py`
+- `scripts/train_qwen3vl.py`
+- `scripts/infer_qwen3vl.py`
+- `scripts/eval_metrics.py`
+- `scripts/eval_streaming_cls_metrics.py`
+
+Repository: https://github.com/gouba2333/BoxComm
+
+## Licensing
+
+The public release includes processed videos, ASR annotations, event JSON files, skeleton PKL files, and benchmark metadata for research use.
+
+## Citation
+
+```bibtex
+@article{wang2026boxcomm,
+  title={BoxComm: Benchmarking Category-Aware Commentary Generation and Narration Rhythm in Boxing},
+  author={Wang, Kaiwen and Zheng, Kaili and Deng, Rongrong and Shi, Yiming and Guo, Chenyi and Wu, Ji},
+  journal={arXiv preprint arXiv:2604.04419},
+  year={2026}
+}
+```

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eval/asr/517.json

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+{
+  "video_id": "517_DE-OLIVEIRA-Luiz-Gabriel-Do-N.-C._KHALOKOV-Abdumalik",
+  "file_path": "/hdd/wangkw/dataset/shijs_processed/517_DE-OLIVEIRA-Luiz-Gabriel-Do-N.-C._KHALOKOV-Abdumalik.mp4",
+  "fps": 30.0,
+  "total_frames": 11969,
+  "language": "hi",
+  "classified_segments": [
+    {
+      "text": "60 Kg category, the bell rings and the first round begins.",
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+    {
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+    },
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+    {
+      "text": "Let's see what the judge has to say.",
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+    {
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+    },
+    {
+      "text": "Round number 2 is starting.",
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+    {
+      "text": "The Brazilian player started off well but the Uzbek player also prepared for the attack.",
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