The data indicates that Agile projects aren't scalable and produce lesser quality than PSP, TSP, or RUP projects. This means that software quality has probably declined over the last 15 - 20 years.

For some good news, open source software does fall into the upper half of the quality levels; open source is more quality driven than (e.g.) financial software.