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SSL92 / hyperIQA

Source code for the CVPR'20 paper "Blindly Assess Image Quality in the Wild Guided by A Self-Adaptive Hyper Network"
MIT License
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why test_ROCC and test PLCC descend #28

Open lijun-chiebot opened 3 years ago

lijun-chiebot commented 3 years ago

Epoch Train_Loss Train_SROCC Test_SROCC Test_PLCC 1 5.168 0.8779 0.9013 0.9201 2 3.330 0.9497 0.9023 0.9192 3 2.853 0.9629 0.9011 0.9181 4 2.557 0.9700 0.9004 0.9179 5 2.349 0.9746 0.8970 0.9123 6 2.185 0.9779 0.9007 0.9161 7 2.053 0.9805 0.8949 0.9121 8 1.934 0.9827 0.8949 0.9094 9 1.833 0.9844 0.8967 0.9135 10 1.764 0.9856 0.8946 0.9115

when i trained koniq-10k datasets,the Test_SROCC and Test_PLCC is descended by the epoch increased，and the train_SROCC is increased,if it is overfitting??

SuperBruceJia commented 3 years ago

Epoch Train_Loss Train_SROCC Test_SROCC Test_PLCC 1 5.168 0.8779 0.9013 0.9201 2 3.330 0.9497 0.9023 0.9192 3 2.853 0.9629 0.9011 0.9181 4 2.557 0.9700 0.9004 0.9179 5 2.349 0.9746 0.8970 0.9123 6 2.185 0.9779 0.9007 0.9161 7 2.053 0.9805 0.8949 0.9121 8 1.934 0.9827 0.8949 0.9094 9 1.833 0.9844 0.8967 0.9135 10 1.764 0.9856 0.8946 0.9115

when i trained koniq-10k datasets,the Test_SROCC and Test_PLCC is descended by the epoch increased，and the train_SROCC is increased,if it is overfitting??

Have you known the reason?

ctxya1207 commented 3 months ago

Do you know the reason?