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VLM-Reasoning/VCR-Bench

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Hugging Face2025-05-11 更新2025-04-12 收录
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https://hf-mirror.com/datasets/VLM-Reasoning/VCR-Bench
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资源简介:
VCR-Bench是一个用于评估大型视觉语言模型(LVLMs)视频链式思维推理能力的综合评估框架。该数据集通过7个不同的任务维度,全面覆盖多种视频类型和时长,并提供了详细的逐步推理注释。数据集由14个现有视频基准测试的数据组成,经过严格的手动注释和质控,包含了859个视频和1034个高质量的问答对。

VCR-Bench is a comprehensive evaluation framework designed to assess the video chain-of-thought reasoning capabilities of Large Vision-Language Models (LVLMs). The dataset covers a wide range of video types and durations across 7 distinct task dimensions, and provides detailed step-by-step reasoning annotations. It is compiled from 14 existing video benchmarks and has undergone rigorous manual annotation and quality control, resulting in a collection of 859 videos and 1,034 high-quality question-answer pairs.
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VLM-Reasoning
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