The test results are obviously too small

[clttyou]

Hello, I am very interested in your work. I refer to the code in your project, first read the picture and label from LMDB format, and then convert the read picture and label to LMDB format. But I test with my own converted LMDB file, (I use /test/medium). Found out that data.mdb is 2x bigger than the data you provided. At the same time, the test accuracy is significantly reduced. Therefore, I suspect that there is something wrong with my conversion process, and I hope to get your help.
Medium data and test results provided by you:
data.mdb 5624KB
{'accuracy': {'medium': 0.2998}, 'psnr_avg': 19.378832, 'ssim_avg': 0.624525, 'fps': 28.96241389504168}
I transformed the data and test results myself
data.mdb 15324KB
{'accuracy': {'medium': 0.0014}, 'psnr_avg': 19.014374, 'ssim_avg': 0.625526, 'fps': 29.325254743748406}

您好，我对您的工作很感兴趣。我参考了您项目中的代码，先从LMDB格式读取图片和label，再将读取到的图片和label转换为LMDB格式。但是我用自己转换后的LMDB文件进行测试，(我使用的是/test/medium)。发现data.mdb比您提供的数据大2倍。同时测试精度明显降低。因此我怀疑自己的转换过程有问题，希望得到您的办帮助。
您提供的medium数据和测试结果：
data.mdb 5624KB
{'accuracy': {'medium': 0.2998}, 'psnr_avg': 19.378832, 'ssim_avg': 0.624525, 'fps': 28.96241389504168}
我自己转换数据和测试结果
data.mdb 15324KB
{'accuracy': {'medium': 0.0014}, 'psnr_avg': 19.014374, 'ssim_avg': 0.625526, 'fps': 29.325254743748406}

[JingyeChen]

Obviously there may be something wrong with your code ... Maybe you could use the provided lmdb file for testing :D The accuracy seems okay if using the provided lmdb.

[fuxjau]

请问您知道论文中的平均准确率是如何计算的吗，我看了文章文章并为提及，也不是通过简单的对easy medium hard 准确率进行平均

[WenjiaWang0312]

根据每个数据集图片数量来的，weighted average | | ***@***.*** | | ***@***.*** |

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[E-qin]

@clttyou 您好，我同样遇到了这个问题，我测试的数据是medium，结果也类似，请问您现在解决了吗？

Hello, I am very interested in your work. I refer to the code in your project, first read the picture and label from LMDB format, and then convert the read picture and label to LMDB format. But I test with my own converted LMDB file, (I use /test/medium). Found out that data.mdb is 2x bigger than the data you provided. At the same time, the test accuracy is significantly reduced. Therefore, I suspect that there is something wrong with my conversion process, and I hope to get your help. Medium data and test results provided by you: data.mdb 5624KB {'accuracy': {'medium': 0.2998}, 'psnr_avg': 19.378832, 'ssim_avg': 0.624525, 'fps': 28.96241389504168} I transformed the data and test results myself data.mdb 15324KB {'accuracy': {'medium': 0.0014}, 'psnr_avg': 19.014374, 'ssim_avg': 0.625526, 'fps': 29.325254743748406}

您好，我对您的工作很感兴趣。我参考了您项目中的代码，先从LMDB格式读取图片和label，再将读取到的图片和label转换为LMDB格式。但是我用自己转换后的LMDB文件进行测试，(我使用的是/test/medium)。发现data.mdb比您提供的数据大2倍。同时测试精度明显降低。因此我怀疑自己的转换过程有问题，希望得到您的办帮助。 您提供的medium数据和测试结果： data.mdb 5624KB {'accuracy': {'medium': 0.2998}, 'psnr_avg': 19.378832, 'ssim_avg': 0.624525, 'fps': 28.96241389504168} 我自己转换数据和测试结果 data.mdb 15324KB {'accuracy': {'medium': 0.0014}, 'psnr_avg': 19.014374, 'ssim_avg': 0.625526, 'fps': 29.325254743748406}