Here, we take a look at some of the Scottish secondary schools which are outperforming government-set benchmarks for the proportion of pupils passing five or more Highers.
League tables are often seen as a blunt instrument to measure exam performance by as they fail to take into account the types of pupil attending each school.
As a result, the Scottish Government sets benchmarks to take into account the types of pupils attending the school.
Schools are each given a ‘virtual comparator’ - a group of pupils from elsewhere in Scotland with the same characteristics as the pupils in the school, in terms of their gender, the number with additional support needs and societal factors such as deprivation levels. The attainment levels of this comparator group is then used as a benchmark to measure the school’s actual performance against.
Across Scotland, 41 per cent of schools had more pupils getting five or more Highers than their virtual comparator, while 52 per cent scored worse than their benchmark and the rest scored the same.
Here are the 12 schools in Scotland which performed best against their ‘virtual comparator’.

9. West Calder High School
At West Calder High School, in West Lothian, 56 per cent of pupils left with at least five Highers in 2022. This is 18 percentage points better than its virtual comparator. Photo: Google Maps

10. St Margaret's Academy
At St Margaret's Academy, in West Lothian, 57 per cent of pupils left with at least five Highers in 2022. This is 18 percentage points better than its virtual comparator. Photo: Google Maps

11. Bishopbriggs Academy
At Bishopbriggs Academy, in East Dunbartonshire, 69 per cent of pupils left with at least five Highers in 2022. This is 16 percentage points better than its virtual comparator. Photo: Google Maps

12. Notre Dame High School
At Notre Dame High School, in Glasgow City, 60 per cent of pupils left with at least five Highers in 2022. This is 16 percentage points better than its virtual comparator. Photo: Google Maps

