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[疑问] vbench评分结果如何获取单个视频的数据? #348

Description

@mikasa955

疑问描述

按照文档使用Custom 数据集进行评分。

  • 疑问:这个文件里面只有所有视频的总评分,对每一个视频并无具体的分数,如果修改配置使得输出结果包含单个视频的分数?因为评分过程必定会保存每一个视频的分数,然后再做平均得到最终所有视频的评分score。为了进一步分析,需要定位到是哪些视频的分数出现了较大波动,因此想获取每个视频的评分。
  • 文件名:benchmark/outputs/default/20260*/results/vbench_eval/vbench_custom_dynamic_degree.json
{
    "accuracy": 68.75,
    "details": {
        "dynamic_degree": {
            "score": 0.6875,
            "video_results": [
                {
                    "video_path": "/data1/test/code/0617_npu/27.mp4",
                    "video_results": true
                },
                {
                    "video_path": "/data1/test/code/0617_npu/4.mp4",
                    "video_results": true
                },
                {
                    "video_path": "/data1/test/code/0617_npu/29.mp4",
                    "video_results": true
                }
                ,...,
                {
                    "video_path": "/data1/test/code/0617_npu/30.mp4",
                    "video_results": true
                }
            ]
        }
    }
}

我期望的结果

在每一个视频路径的后面增加该视频的评分 score,如下所示:

{
    "accuracy": 68.75,
    "details": {
        "dynamic_degree": {
            "score": 0.6875,
            "video_results": [
                {
                    "video_path": "/data1/test/code/0617_npu/27.mp4",
                    "score": 0.34375,
                    "video_results": true
                },
                {
                    "video_path": "/data1/test/code/0617_npu/4.mp4",
                    "score": 1.0,
                    "video_results": true
                },
                {
                    "video_path": "/data1/test/code/0617_npu/29.mp4",
                    "video_results": true
                }
                ,...,
                {
                    "video_path": "/data1/test/code/0617_npu/30.mp4",
                    "score": 0.5,
                    "video_results": true
                }
            ]
        }
    }
}

@GaoHuaZhang

前置检查

  • 我已读懂主页文档的快速入门,无法解答我的疑惑

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