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Browse files- .gitattributes +5 -0
- LVDR-Benchmark-4x1.jsonl +3 -0
- LVDR-Benchmark-4x2.jsonl +3 -0
- LVDR-Benchmark-4x3.jsonl +3 -0
- LVDR-Benchmark-4x4.jsonl +3 -0
- LVDR-Benchmark-4x5.jsonl +3 -0
- README.md +32 -0
.gitattributes
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LVDR-Benchmark-4x1.jsonl
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size 10643868
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README.md
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# The LVDR Benchmark (Long Video Description Ranking)
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This benchmark is proposed from [VideoCLIP-XL](https://arxiv.org/abs/2410.00741).
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Given each video and its corresponding ground-truth description, we perform a synthesis process that iterates p − 1 times and alters q words as hallucination during each iteration, resulting in totally p descriptions with gradually increasing degrees of hallucination. We denote such a subset as p × q and construct five subsets as {4 × 1, 4 × 2, 4 × 3, 4 × 4, 4 × 5}. The video CLIP models need to be able to correctly rank these descriptions in descending order of similarity given the video.
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# Format
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```json
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{
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"long_captions": [
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"...",
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],
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"video_id": "..."
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}
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{
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.....
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},
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.....
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```
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# Source
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~~~
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@misc{wang2024videoclipxladvancinglongdescription,
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title={VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models},
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author={Jiapeng Wang and Chengyu Wang and Kunzhe Huang and Jun Huang and Lianwen Jin},
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year={2024},
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eprint={2410.00741},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2410.00741},
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}
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~~~
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