| # BoxComm-Benchmark |
|
|
| BoxComm-Benchmark is the official benchmark release for standardized BoxComm evaluation. |
|
|
| ## Resources |
|
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| - Project Page: https://gouba2333.github.io/BoxComm |
| - Paper: http://arxiv.org/abs/2604.04419 |
| - Code: https://github.com/gouba2333/BoxComm |
|
|
| ## Included files |
|
|
| - `manifests/benchmark_manifest_eval_v1.jsonl` |
| - `metadata/eval_metadata_v1.csv` |
| - `examples/generation_prediction_example.jsonl` |
| - `examples/streaming_prediction_example.jsonl` |
| - `metrics/version.txt` |
|
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| ## Benchmark tasks |
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| 1. Category-conditioned commentary generation |
| 2. Commentary rhythm and class-distribution evaluation |
|
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| ## Evaluation scripts |
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| Use the official scripts in the code repository: |
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|
| - `scripts/eval_metrics.py` |
| - `scripts/eval_streaming_cls_metrics.py` |
|
|
| ## Prediction formats |
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|
| ### Generation |
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| ```json |
| {"video_id": 478, "segment_index": 0, "t_mid": 1.0, "pred_text": "..."} |
| ``` |
|
|
| ### Streaming |
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| ```json |
| {"video_id": 478, "responses": [{"start_time": 0.0, "end_time": 1.0, "response": "..."}, ...]} |
| ``` |
|
|
| ## 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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|
