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chaofengc / IQA-PyTorch

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
https://iqa-pytorch.readthedocs.io/
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Questions about NR_benchmark_results.csv #74

Closed Cassieyy closed 1 year ago

Cassieyy commented 1 year ago

Thank you for your great work! I would like to know the differences among musiq-ava, musiq-koniq, musiq-paq2piq, and musiq-spaq (https://github.com/chaofengc/IQA-PyTorch/blob/main/tests/NR_benchmark_results.csv). I think that they were trained on the musiq model using different training datasets. Is it right?

chaofengc commented 1 year ago

Yes, they are trained on corresponding datasets, i.e., ava koniq paq2piq spaq. The models are directly transformed from offcial repo of google: https://github.com/google-research/google-research/tree/master/musiq.