Method

LLOC

Logical lines of code count statement and declaration nodes in the source AST, excluding comments and blank lines. Java and Python use their respective grammars; C, C++, and CUDA use the C++ grammar. Lower counts are treated as higher readability in controlled comparisons.

Score scale: Logical lines; fewer is more readable.

Dataset results