The ranking is according to the Reading column. I did a quick check. Taiwan comes in 5th if based on the Mathematics column. U.S. is below average if based on Maths column.Beijing,Shanghai, Jiangsu, and Zhejiang scored the highest in the 2018 PISA, followed by Singapore, Macao, and Hong Kong. Taiwan is quite a few notches down.