VQAssessment / FAST-VQA-and-FasterVQA

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.
https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1225_ECCV_2022_paper.php
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Training Probelems #43

Open BubbleYu-ZJU opened 8 months ago

BubbleYu-ZJU commented 8 months ago

Hello ! Thank you for your wonderful work. I followed the configuration file you provided for FasterVQA training and found that when running new_train.py, the results are best after the first epoch, but they deteriorate as training progresses. What could be the reason for this? Additionally, multiple optimal models for different validation sets are saved. How is the Fast_VQA_3D_1*1.pth selected?