DeQA Score Mix3 DeQA Score ( project page / codes / paper ) model weights fully fine tuned on KonIQ, SPAQ, and KADID datasets. This work is under our DepictQA project. Quick Start with AutoModel [2025.12] Thanks to @lyf1212's and @0x3f3f3f3fun's suggestions, we add support on transformers==4.46.3 and transformers==4.57.6 with minor code modifications. See details. Note: If you are using transformers==4.36.1 , no code modifications are needed. For the above image, we could start an AutoModel scorer with transformers==4.36.1 using the following code. The "score" result should be 1.9404 (in range [1,5], higher is better). Non reference IQA Results (PLCC / SRCC) Dataset KonIQ SPAQ KADID PIPAL LIVE Wild AGIQA TID2013 CSIQ Q Align (Baseline) 0.945 / 0.938 0.933 / 0.931 0.935 / 0.934 0.409 / 0.420 0.887 / 0.883 0.788 / 0.733 0.829 / 0.808 0.876 / 0.845 DeQA Score (Ours) 0.956 / 0.943 0.938 / 0.934 0.955 / 0.953 0.495 / 0.496 0.900 / 0.887 0.808 / 0.745 0.852 / 0.820 0.900 / 0.857 If you find our work useful for your research and applications, please cite using the BibTeX:
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