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+has+been+developed+as+a+specialized+tool+for+evaluating+entropy-based+uncertainty+in+image+segmentation+tasks.+However%252C+our+investigation+identifies+three+core+deficiencies+within+the+PAvPU+framework+and+proposes+robust+solutions+aimed+at+refining+the+metric.+By+addressing+these+issues%252C+we+aim+to+enhance+the+reliability+and+applicability+of+uncertainty+quantification%252C+especially+in+scenarios+that+demand+high+levels+of+safety+and+accuracy%252C+thus+contributing+to+the+advancement+of+semantic+segmentation+methodologies+in+critical+applications.&cdnurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.1c2bafdaf57b4b034871fc345558beca%3frik%3dmUPD5%252fgEfsHS%252fw%26pid%3dImgRaw%26r%3d0&exph=630&expw=1200&q=Uncertainty+Estimation+for+Semantic+Segmentation+Task&FORM=IRPRST&ck=CA2001465B69B06C89025314B2E89C3E&selectedIndex=2&itb=0)
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