Comments (6)
@vztu The results of VSFA on LIVE-VQC (when I set epochs=300) are shown as follows.
And the train-val-test splits information is from here. The exp_id
ranges from 0 to 9.
SROCC: 0.6978±0.0340 KROCC: 0.5094±0.0312 PLCC: 0.7426±0.0404 RMSE: 11.6495±0.7385
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@vztu Hi Zhengzhong, thank you for your interest.
Currently, I do not have the results of VSFA on LIVE-VQC.
You may refer to MDTVSFA for results of LS-VSFA and MDTVSFA (improved models of VSFA) on LIVE-VQC.
I have left PKU, and I just got the connection to the desktop.
If you are not in a hurry, you can wait for my experimental results of VSFA on LIVE-VQC.
You may remind me 2 days later in case I forget to update the results for you.
By the way, if you are using different train-val-test splits, it would be better to compare different methods under your train-val-test splits.
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Hi @lidq92, thanks for your replies and happy new year!
I did check your MDTVSFA, specifically in Table 6, but didn't find the train-test results of VSFA on LIVE-VQC. Table 5 did contain LS-VSFA but did not include LIVE-VQC. Please let me know whether I missed it.
It would be great if you can append the results of VSFA on LIVE-VQC on your VSFA Github repo or elsewhere, but you can just take your time cause I am not in a hurry. It would be very useful if you could also follow the formats of mean (std) as shown in https://github.com/lidq92/VSFA#reproduced-results.
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@vztu Happy new year, too!
I would update the results in VSFA#reproduced-results.
I just realized 2000 epochs may take too much training time, and I am currently set the epoch number to 300 and re-run the experiments.
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Hi thanks, take your time
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Thanks @lidq92!
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Related Issues (20)
- 跨数据库测试 HOT 3
- hyper-parameters & motion-related features HOT 5
- 时间记忆效应参数选择 HOT 1
- VSFA's Performance comparision with VIIDEO HOT 2
- Pretrained Weights HOT 6
- Question about V-BLIINDS&NIQE HOT 2
- Loss Function! HOT 2
- The question about GRU setting HOT 1
- Question about CORNIA HOT 1
- How to download LIVE-VQC? Is there baidu disk link ? Thanks for a help HOT 10
- How to get the data/KoNViD-1kinfo.mat? HOT 1
- 有关 Content-Aware Feature Extraction部分的spatial global average pooling operation的问题 HOT 2
- 请问数据读取是否有问题呢? HOT 1
- [Qustion] On the training the CNN networks HOT 2
- [Qustion] Overfitting problem HOT 4
- Is it possible to share VBLIINDS features for live qualcomm and konvid-1k? HOT 1
- 请问KoNViD-1k数据集没有指定的验证集嘛 HOT 1
- Results in MSU Video Quality Metrics Benchmark
- 视频文件读取问题 HOT 1
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